Ruhul Sarker

Professor
Director

Ruhul A Sarker obtained his PhD from Dalhousie University (former TUNS), Canada. He is a Professor in the School of Engineering and IT (SEIT) at UNSW Canberra located at ADFA. He served as the Director of Faculty PG Research (June 2015 to May 2020) and as the Deputy Head of School (Research) of SEIT (2011-2014). Prof. Sarker’s broad research interests are decision analytics, CI / evolutionary computation, operations research, and applied optimization. His name appeared on the recent Stanford University list of top 2% of world's scientists-researchers (Research fields: Artificial Intelligence and Operations Research).

For Future Research Students: PhD scholarships ($35,000 per year) are available for high achieving students (with H1 /High Distinction in UG and Masters by Research) in Computer Science, Information Sciences, Operations Research, or Industrial Engineering under my supervision. If you are interested contact me at r.sarker@adfa.edu.au

His research activities can be found on the page: https://research.unsw.edu.au/people/professor-ruhul-sarker

Canberra Evolutionary Optimization Research - EvOpt

Linkedin: https://www.linkedin.com/in/ruhul-a-sarker-0b88b652/

Professional Development Short Courses in Operations and Decision Analysis

Master by Coursework Program: Master of Decision Analytics

Preprints
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Whitacre JM; Pham TQ; Sarker RA, 2009, Credit Assignment in Adaptive Evolutionary Algorithms
2009
Whitacre JM; Pham TQ; Sarker RA, 2009, Use of statistical outlier detection method in adaptive evolutionary algorithms
2009
Whitacre JM; Bender A; Baker S; Fan Q; Sarker RA; Abbass H, 2009, Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem
2009
Whitacre JM; Sarker RA; Pham QT, 2009, The Self-Organization of Interaction Networks for Nature-Inspired Optimization
2009
Whitacre JM; Abbass HA; Sarker R; Bender A; Baker S, 2009, Strategic Positioning in Tactical Scenario Planning
2009
Whitacre JM; Sarker RA; Pham QT, 2009, Spontaneous organization leads to robustness in evolutionary algorithms
2009
Abbass H; Bender A; Dam H; Baker S; Whitacre JM; Sarker R, 2009, Computational Scenario-based Capability Planning
2009
Books
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Sarker R; Newton CS, 2008, Optimization Modelling: A Practical Approach, Original, Taylor and Francis Group/CRC Press, USA, http://www.amazon.com/gp/product/1420043102/sr=1-2/qid=1155535669/ref=sr_1_2/002-2329019-2363244?ie=UTF8&s=books#noop
2008
Sarker R, 2003, Operations Research Applications in a Mining Company, Original, Berlin : Dissertation.de, 2003., Germany, http://www.dissertation.de/englisch/index.php3
2003
Book Chapters
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Harrison KR; Elsayed S; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2022, 'Preface', in , pp. v - vi
2022
Sarker RA; Harrison KR; Elsayed SM, 2022, 'Evolutionary Approaches for Project Portfolio Optimization: An Overview', in Adaptation, Learning, and Optimization, pp. 9 - 35, http://dx.doi.org/10.1007/978-3-030-88315-7_2
2022
Harrison KR; Elsayed SM; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2022, 'A New Model for the Project Portfolio Selection and Scheduling Problem with Defence Capability Options', in Adaptation, Learning, and Optimization, pp. 89 - 123, http://dx.doi.org/10.1007/978-3-030-88315-7_5
2022
Harrison KR; Elsayed S; Garanovich IL; Weir T; Boswell SG; Sarker RA, 2021, 'Evolutionary and Memetic Computing for Project Portfolio Selection and Scheduling', in , Springer
2021
Chakrabortty R; Sarker R; Essam D, 2018, 'A Comparative Study of Different Integer Linear Programming Approaches for Resource-Constrained Project Scheduling Problems', in Data and Decision Sciences in Action, Lecture Notes in Management and Industrial Engineering, Springer, Cham, pp. 227 - 242, http://dx.doi.org/10.1007/978-3-319-55914-8_17
2018
Samavati M; Essam DL; Nehring M; Sarker R, 2018, 'Open-Pit Mine Production Planning and Scheduling: A Research Agenda', in Sarker R; Abbass HA; Dunstall S; Kilby P; Davis R; Young L (ed.), Lecture Notes in Management and Industrial Engineering, SPRINGER INTERNATIONAL PUBLISHING AG, pp. 221 - 226, http://dx.doi.org/10.1007/978-3-319-55914-8_16
2018
Chakrabortty RK; Sarker ; Essam , 2017, 'Resource Constrained Multi-project Scheduling: A Priority Rule Based Evolutionary Local Search Approach', in Intelligent and Evolutionary Systems, edn. Proceedings in Adaptation, Learning and Optimization, vol 8., Springer, Canberra, Australia, pp. 75 - 86, http://dx.doi.org/10.1007/978-3-319-49049-6_6
2017
Sallam K; Elsayed S; Sarker R; Essam D, 2016, 'Differential evolution with landscape-based operator selection for solving numerical optimization problems', in Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, pp. 371 - 387, https://link.springer.com/content/pdf/10.1007%2F978-3-319-49049-6.pdf
2016
Elsayed S; Zaman M; Sarker , 2015, 'Automated Differential Evolution for Solving Dynamic Economic Dispatch Problems', in Lavangnananda K; PhonAmnuaisuk S; Engchuan W; Chan JH (ed.), Intelligent and Evolutionary Systems The 19th Asia Pacific Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings, edn. Proceedings in Adaptation Learning and Optimization, Springer, King Mongkuts Univ Technol Thonburi, Sch Informat Technol, Bangkok, THAILAND, pp. 357 - 372, http://dx.doi.org/10.1007/978-3-319-27000-5_29
2015
Elsayed S; Sarker R, 2014, 'Evolving the Parameters of Differential Evolution using Evolutionary Algorithms', in Proceedings in Adaptation, Learning and Optimization 1, Springer Cham Heidelberg, New York, pp. 523 - 534, http://dx.doi.org/10.1007/978-3-319-13359-1
2014
Ray T; Sarker R, 2012, 'Memetic algorithms in constrained optimization', in Neri F; Cotta C; Moscato P (ed.), Handbook of Memetic Algorithms, Springer, Germany, pp. 135 - 151, http://dx.doi.org/10.1007/978-3-642-23247-3_9
2012
Sarker R; Ray T, 2010, 'Agent based Evolutionary Approach: An Introduction', in Sarker R; Ray T (ed.), Agent-Based Evolutionary Search (Book series: Adaption, learning and optimization, vol. 5), edn. 1, Springer-Verlag, Berlin / Heidelberg, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-13425-8
2010
Ullah ASSMB; Sarker R; Lokan C, 2010, 'An Agent Based Evolutionary Approach for Nonlinear Optimization with Equality Constraints', in Sarker RA; Ray T (ed.), AGENT-BASED EVOLUTIONARY SEARCH, edn. Adaptation Learning and Optimization, SPRINGER-VERLAG BERLIN, pp. 49 - 76, http://dx.doi.org/10.1007/978-3-642-13425-8_3
2010
Barkat Ullah AS; Sarker R; Lokan CJ, 2010, 'An Agent Based Evolutionary Approach for Nonlinear Optimization with Equality Constraints', in Sarker R; Ray T (ed.), Agent-Based Evolutionary Search (Book series: Adaption, learning and optimization, vol. 5), edn. 1, Springer-Verlag, Berlin / Heidelberg, pp. 49 - 76, http://dx.doi.org/10.1007/978-3-642-13425-8
2010
Sarker RA; Ray T, 2010, 'Agent Based Evolutionary Approach: An Introduction', in Sarker RA; Ray T (ed.), AGENT-BASED EVOLUTIONARY SEARCH, edn. Adaptation Learning and Optimization, SPRINGER-VERLAG BERLIN, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-13425-8_1
2010
Sarker R, 2009, 'Alternative Mathematical Programming Models: A Case for Coal Blending Decision Process', in Pearce C; Hunt E (ed.), Optimization: Structure and Applications, Springer, Heidelberg, pp. 383 - 399, http://dx.doi.org/10.1007/978-0-387-98096-6_21
2009
Hasan SM; Sarker R; Essam D; Cornforth DJ, 2009, 'A Genetic Algorithm with Priority Rules for Solving Job-Shop Scheduling Problems', in Chiong R; Dhakal S (ed.), Natural Intelligence for Scheduling, Planning and Packing Problems, edn. Studies in Computational Intelligence, Springer, Berlin / Heidelberg, pp. 55 - 88, http://dx.doi.org/10.1007/978-3-642-04039-9_3
2009
Yang A; Abbass HA; Sarker R, 2008, 'How Hard Is It To Red Team?', in Electronic Government, IGI Global, pp. 4045 - 4069, http://dx.doi.org/10.4018/978-1-59904-947-2.ch295
2008
2007, 'Alternative Modelling', in Optimization Modelling, CRC Press, pp. 237 - 252, http://dx.doi.org/10.1201/9781420043112-17
2007
2007, 'Introduction', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec1
2007
2007, 'Modelling Well-Known Problems II', in Optimization Modelling, CRC Press, pp. 209 - 236, http://dx.doi.org/10.1201/9781420043112-16
2007
2007, 'Modelling Well-Known Problems II', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch7
2007
2007, 'Modelling Large-Scale and Well-Known Problems I', in Optimization Modelling, CRC Press, pp. 177 - 208, http://dx.doi.org/10.1201/9781420043112-15
2007
2007, 'Solving Practical Problems', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch15
2007
2007, 'Simple Modelling Techniques II', in Optimization Modelling, CRC Press, pp. 135 - 176, http://dx.doi.org/10.1201/9781420043112-14
2007
2007, 'Modelling Large-Scale and Well-Known Problems I', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch6
2007
2007, '. Simple Modelling Techniques I', in Optimization Modelling, CRC Press, pp. 91 - 134, http://dx.doi.org/10.1201/9781420043112-13
2007
2007, 'Solution Approaches', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec3
2007
2007, 'Introduction to Modelling', in Optimization Modelling, CRC Press, pp. 63 - 88, http://dx.doi.org/10.1201/9781420043112-11
2007
2007, 'Alternative Modelling', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch8
2007
2007, 'The Process of Optimization', in Optimization Modelling, CRC Press, pp. 49 - 62, http://dx.doi.org/10.1201/9781420043112-10
2007
2007, 'Models for Practical Problems I', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec4
2007
2007, 'Output Analysis and Practical Issues', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch11
2007
2007, 'Models for Practical Problems II', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch14
2007
2007, 'Introduction', in Optimization Modelling, CRC Press, pp. 35 - 48, http://dx.doi.org/10.1201/9781420043112-9
2007
Ray T; Sarker R, 2007, 'Optimum oil production planning using an evolutionary approach', in Studies in Computational Intelligence - Evolutionary Scheduling, Springer Verlag, pp. 273 - 292, http://dx.doi.org/10.1007/978-3-540-48584-1_10
2007
2007, 'Input Preparation and Model Solving', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch10
2007
2007, 'Solving Practical Problems', in Optimization Modelling, CRC Press, pp. 469 - 494, http://dx.doi.org/10.1201/9781420043112-26
2007
2007, 'Basic Optimization Techniques', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch12
2007
2007, 'Models for Practical Problems II', in Optimization Modelling, CRC Press, pp. 443 - 468, http://dx.doi.org/10.1201/9781420043112-25
2007
2007, 'Models for Practical Problems I', in Optimization Modelling, CRC Press, pp. 413 - 442, http://dx.doi.org/10.1201/9781420043112-24
2007
2007, 'Simple Modelling Techniques I', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.sec2
2007
2007, 'Basic Optimization Techniques', in Optimization Modelling, CRC Press, pp. 379 - 410, http://dx.doi.org/10.1201/9781420043112-22
2007
2007, 'Introduction to Modelling', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch3
2007
2007, 'Output Analysis and Practical Issues', in Optimization Modelling, CRC Press, pp. 359 - 378, http://dx.doi.org/10.1201/9781420043112-21
2007
Baker S; Bender A; Abbass HA; Sarker R, 2007, 'A Scenario-based Evolutionary Scheduling Approach for Assessing Future Suppy Chain Fleet Capabilities', in Studies in Computational Intelligence - Evolutionary Scheduling, Springer Verlag, pp. 485 - 512, http://dx.doi.org/10.1007/978-3-540-48584-1_18
2007
2007, 'Input Preparation and Model Solving', in Optimization Modelling, CRC Press, pp. 309 - 358, http://dx.doi.org/10.1201/9781420043112-20
2007
2007, 'Simple Modelling Techniques II', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch5
2007
2007, 'Solution Approaches: An Overview', in Optimization Modelling, CRC Press, pp. 255 - 308, http://dx.doi.org/10.1201/9781420043112-19
2007
2007, 'The Process of Optimization', in Optimization Modelling, CRC Press, http://dx.doi.org/10.1201/9781420043112.ch2
2007
Gunn E; MacDonald C, 2006, 'Neural Networks in Manufacturing Operations', in Artificial Neural Networks in Finance and Manufacturing, IGI Global, pp. 165 - 181, http://dx.doi.org/10.4018/978-1-59140-670-9.ch010
2006
Kamruzzaman J; Begg R; Sarker R, 2006, 'Artificial Neural Networks: Applications in Finance and Manufacturing', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 1 - 27, http://dx.doi.org/10.4018/978-1-59140-670-9.ch001
2006
Abbass HA; Sarker R; Yang A, 2006, 'Chapter III: How Hard Is It To Red Team?', in Abbass H; Essam D (ed.), Applications of Information Systems to Homeland Security and Defense, edn. Original, Idea Group Publishing, Hershey PA, USA: London, UK, pp. 46 - 78
2006
Sarker R; Begg R; Kamruzzaman J, 2006, 'Modeling and Prediction of Foreign Currency Exchange Markets', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 139 - 151, http://dx.doi.org/10.4018/978-1-59140-670-9.ch008
2006
Yang A; Abbass HA; Curtis N; Sarker R; Barlow MG, 2006, 'WISDOM-II: A Network Centric Model for Warfare', in Perez P; Batten D (ed.), Complex Science for a Complex World - Exploring Human Ecosystems with Agents, ANU E Press, Canberra, ACT Australia, pp. 149 - 174, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000291158700011&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2006
Sarker R; Abbass HA, 2006, 'Simultaneous Evolution of Network Architectures and Connection Weights in Artificial Neural Networks', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 28 - 41, http://dx.doi.org/10.4018/978-1-59140-670-9.ch002
2006
Sarker R; Begg R; Kamruzzaman J, 2006, 'Movement Pattern Recognition Using Neural Networks', in Potter M; Roth K; Appicello A; Neidig J; Schmidt A (ed.), Neural Networks in Healthcare - Potential and Challenges, Idea Group Publishing, England, pp. 217 - 237, http://dx.doi.org/10.4018/978-1-59140-848-2.ch010
2006
Sarker R; Begg R; Kamruzzaman J, 2006, 'Overview of Artificial Neural Networks and their Applications in Healthcare', in Potter M; Roth K; Appicello A; Neidig J; Schmidt A (ed.), Neural Networks in Healthcare - Potential and Challenges, Idea Group Publishing, England, pp. 1 - 19, http://dx.doi.org/10.4018/978-1-59140-848-2.ch001
2006
Yang A; Abbass HA; Sarker R, 2005, 'How hard is it to red team?', in Applications of Information Systems to Homeland Security and Defense, pp. 46 - 78, http://dx.doi.org/10.4018/978-1-59140-640-2.ch003
2005
Yang A; Abbass HA; Barlow MG; Sarker R; Curtis N, 2005, 'Evolving Capability Requirements in WISDOM-II', in Abbass HA; Bossmaier T; Wiles J (ed.), Recent Advances in Artificial Life - Advances in Natural Computation - Vol. 3, edn. Original, World Scientific Publishing, Singapore, pp. 335 - 348, http://dx.doi.org/10.1142/9789812701497_0025
2005
Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi–agent Simulation Combat Systems', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 39 - 50, http://dx.doi.org/10.1007/978-3-540-30549-1_4
2004
Sarker R; Abbass HA; Newton CS, 2003, 'Solving Two Multi-Objective Optimizatin Problems Using Evolutionary Algorithm', in Mohammadian M (ed.), Computational Intelligence in Control, edn. First, Idea Group Publishing, Hershey USA, pp. 218 - 232
2003
Sarker R; Abbass HA; Newton CS, 2002, 'Introducing Data Mining and Knowledge Discovery', in Sarker R; Abbass H; Newton C (ed.), Heuristics and Optimization for Knowledge Discovery, edn. Original, Idea Group Publishing, Hershey, USA, pp. 1 - 11
2002
Sarker R; Coello CA, 2002, 'Assessment Methodologies for Multiobjective Evolutionary Algorithms', in Sarker R; Mohammadian M; Yao X (ed.), Evolutionary Optimization, edn. Original, Kluwer Academic Publishers, Norwell, USA, pp. 177 - 195
2002
de Carvalho A; Braga AP; Rezende SO; Martineli E; Ludermir T, 2002, 'Understanding Credit Card User's Behaviour', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 241 - 262, http://dx.doi.org/10.4018/978-1-930708-26-6.ch013
2002
Macrossan P; Mengersen K, 2002, 'Bayesian Learning', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 108 - 121, http://dx.doi.org/10.4018/978-1-930708-26-6.ch007
2002
Sarker R; Rahman SS, 2000, 'Economics of EDI Investments', in Electronic Commerce: Opportunity and Challenges, edn. Original, Idea Group Publishing, USA, pp. 152 - 170
2000
Sarker R; Runarsson T; Newton CS, 2000, 'Evolutionary Computation and Constrained Oprimization', in Mohammadian M (ed.), New Frontiers in Computational Intelligence and its Applications, edn. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, IOS Press, Amsterdam, pp. 144 - 157, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000086824400016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2000
Sarker R; Newton CS, 2000, 'Determination of Optimal Batch Size for a Manufacturing System', in Yang X; Mees AI; Fisher M; Jennings L (ed.), Progress in Oprimization: Contributions from Australasia, edn. APPLIED OPTIMIZATION, Kluwer Academic Publishers, The Netherland, pp. 315 - 327, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000167757800021&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
2000
Conference Papers
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Harrison KR; Elsayed S; Sarker RA; Garanovich IL; Weir T; Boswell SG, 2021, 'Project portfolio selection with defense capability options', in GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, ACM, pp. 1825 - 1826, presented at GECCO '21: Genetic and Evolutionary Computation Conference, http://dx.doi.org/10.1145/3449726.3463126
2021
Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2021, 'Parallel Evolutionary Algorithm for EEG Optimization Problems', in 2021 IEEE Congress on Evolutionary Computation (CEC), IEEE, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/cec45853.2021.9504925
2021
Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Modular Analysis and Development of a Genetic Algorithm with Standardized Representation for Resource-Constrained Project Scheduling', in 2021 IEEE Congress on Evolutionary Computation (CEC), IEEE, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/cec45853.2021.9504950
2021
Harrison KR; Elsayed S; Weir T; Garanovich IL; Galister M; Boswell S; Taylor R; Sarker R, 2020, 'Multi-Period Project Selection and Scheduling for Defence Capability-Based Planning', in IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 4044 - 4050, http://dx.doi.org/10.1109/SMC42975.2020.9283334
2020
Hassanzadeh T; Essam D; Sarker R, 2020, 'EvoU-Net: An evolutionary deep fully convolutional neural network for medical image segmentation', in Proceedings of the ACM Symposium on Applied Computing, pp. 181 - 189, http://dx.doi.org/10.1145/3341105.3373856
2020
Harrison KR; Elsayed S; Weir T; Garanovich IL; Taylor R; Sarker R, 2020, 'An Exploration of Meta-Heuristic Approaches for the Project Portfolio Selection and Scheduling Problem in a Defence Context', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 1395 - 1402, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308608
2020
Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2020, 'Towards a More Practically Sound Formulation of Dynamic Problems and Performance Evaluation of Dynamic Search Methods', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 1387 - 1394, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308464
2020
Haque M; Paul SK; Sarker R; Essam D, 2020, 'Bi-objective multistage decentralized supply chain planning', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 766 - 770, http://dx.doi.org/10.1109/IEEM45057.2020.9309991
2020
Hamza N; Sarker R; Essam D, 2020, 'Evolutionary Search from the Interior of Feasible Space', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 353 - 359, http://dx.doi.org/10.1109/SSCI47803.2020.9308193
2020
Mahmud F; Zaman F; Sarker R; Essam D, 2020, 'Memetic Algorithm for Heterogeneous Project Scheduling Problems', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 2778 - 2785, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308318
2020
Rana MJ; Zaman F; Ray T; Sarker R, 2020, 'Economic-Environmental Scheduling of Community Microgrid using Evolutionary Algorithm', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2770 - 2777, http://dx.doi.org/10.1109/SSCI47803.2020.9308215
2020
Hassanzadeh T; Essam D; Sarker R, 2020, 'Evolutionary Attention Network for Medical Image Segmentation', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363425
2020
Mahmud F; Zaman F; Sarker R; Essam D, 2020, 'Heuristic Embedded Genetic Algorithm for Heterogeneous Project Scheduling Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185712
2020
Elsayed S; Sarker R; Hamza N; Coello CAC; Mezura-Montes E, 2020, 'Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185509
2020
Li K; Elsayed S; Sarker R; Essam D, 2019, 'Quantum Differential Evolution: An Investigation', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 3022 - 3029, http://dx.doi.org/10.1109/CEC.2019.8790303
2019
Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2019, 'An Improved Multi-Objective Evolutionary Approach for Clustering High-Dimensional Data', in Proceedings - 5th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2018, pp. 184 - 190, http://dx.doi.org/10.1109/BDCAT.2018.00030
2019
Zaman F; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2019, 'Evolutionary Algorithm for Project Scheduling under Irregular Resource Changes', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 403 - 410, http://dx.doi.org/10.1109/CEC.2019.8790170
2019
Ahrari A; Elsayed S; Sarker R; Essam D, 2019, 'A New Prediction Approach for Dynamic Multiobjective Optimization', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, IEEE Xplore, Wellington, New Zealand, New Zealand, pp. 2268 - 2275, presented at Congress on Evolutionary Computation (CEC), Wellington, New Zealand, New Zealand, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/CEC.2019.8790215
2019
Haque M; Paul SK; Sarker R; Essam D, 2019, 'Modeling decentralized supply chain with centralized and decentralized approaches', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, Beijing, China, presented at CIE49 Proceedings, October 18-21, 2019, Beihang University, Beijing, China, Beijing, China, 18 October 2019 - 21 October 2019
2019
Akl A; Sarker R; Essam D, 2019, 'A Study of Robustness in Evolutionary Simulation Optimization Algorithm', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 2806 - 2813, http://dx.doi.org/10.1109/SMC.2018.00478
2019
Zaman F; Elsayed S; Sarker R; Essam D, 2018, 'A New Hybrid Approach for the Multimode Resource-Constrained Project Scheduling Problems', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, The University of Auckland, New Zealand, presented at The 48th International Conference on Computers and Industrial Engineering (CIE 48),, The University of Auckland, New Zealand, 02 December 2018 - 05 December 2018
2018
Meselhi MA; Elsayed SM; Essam DL; Sarker RA, 2018, 'Fast differential evolution for big optimization', in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, http://dx.doi.org/10.1109/SKIMA.2017.8294137
2018
Meselhi M; Sarker R; Essam D; Elsayed S, 2018, 'Decomposition of overlapping optimization functions', in Proceedings of International Conference on Computers and Industrial Engineering, CIE, Auckland, New Zealand, presented at CIE 48, Computers & Industrial Engineering, Auckland, New Zealand, 02 December 2018 - 05 December 2018
2018
Sallam K; Elsayed S; Sarker R; Essam D, 2018, 'Landscape-Based Differential Evolution for Constrained Optimization Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477900
2018
Zaman F; Elsayed S; Sarker R; Essam D, 2018, 'Scenario-Based Solution Approach for Uncertain Resource Constrained Scheduling Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477756
2018
Meselhi MA; Sarker RA; Essam DL; Elsayed SM, 2018, 'Enhanced differential grouping for large scale optimization', in IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence, SciTePress, Seville, Spain, pp. 217 - 224, presented at IJCCI 2018 : 10th International Joint Conference on Computational Intelligence, Seville, Spain, 18 September 2018 - 20 September 2018, http://dx.doi.org/10.5220/0006938902170224
2018
Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2018, 'Improved United Multi-Operator Algorithm for Solving Optimization Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477759
2018
Abdallah AFM; Essam DL; Sarker RA, 2018, 'Genetic algorithms-based techniques for solving dynamic optimization problems with unknown active variables and boundaries', in Studies in Computational Intelligence, pp. 151 - 166, http://dx.doi.org/10.1007/978-3-319-66984-7_9
2018
Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Multi-method based orthogonal experimental design algorithm for solving CEC2017 competition problems', in 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, San Sebastian, Spain, pp. 1350 - 1357, presented at 2017 IEEE Congress on Evolutionary Computation (CEC), San Sebastian, Spain, 05 June 2017 - 08 June 2017, http://dx.doi.org/10.1109/CEC.2017.7969461
2017
Zaman F; Sarker R; Chang G, 2017, 'Dynamic scenario-based solution approach for scheduling solar-thermal generators', in 2017 2nd IEEE International Conference on Computational Intelligence and Applications, ICCIA 2017, Beijing, China, pp. 492 - 497, presented at 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), Beijing, China, 08 September 2017 - 11 September 2017, http://dx.doi.org/10.1109/CIAPP.2017.8167266
2017
AbdAllah AMFM; Essam DL; Sarker RA, 2017, 'Detectable genetic algorithms-based techniques for solving dynamic optimisation problem with unknown active variables', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 216 - 227, presented at Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_19
2017
Tran NN; Sarker R; Hu J, 2017, 'An approach for host-based intrusion detection system design using convolutional neural network', in Hu J; Khalil I; Tari Z; Wen S (eds.), Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Springer, Melbourne, Australia, pp. 116 - 126, presented at 9th International Conference, MONAMI 2017, Melbourne, Australia, 13 December 2017 - 15 December 2017, http://dx.doi.org/10.1007/978-3-319-90775-8_10
2017
Akl AM; Sarker RA; Essam DL, 2017, 'Simulation optimization approach for solving stochastic programming', in 2017 2nd IEEE International Conference on Computational Intelligence and Applications, ICCIA 2017, Beijing, China, pp. 161 - 165, presented at 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), Beijing, China, 08 September 2017 - 11 September 2017, http://dx.doi.org/10.1109/CIAPP.2017.8167200
2017
Elsayed SM; Sarker R, 2016, 'Dynamic configuration of differential evolution control parameters and operators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 78 - 88, http://dx.doi.org/10.1007/978-3-319-28270-1_7
2016
Ali IM; Elsayed SM; Ray T; Sarker RA, 2016, 'A differential evolution algorithm for solving resource constrained project scheduling problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, ACT, Australia, pp. 209 - 220, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_18
2016
Debie E; Elsayed SM; Essam DL; Sarker RA, 2016, 'Investigating multi-operator differential evolution for feature selection', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 273 - 284, http://dx.doi.org/10.1007/978-3-319-28270-1_23
2016
Hishamuddin H; Sarker R; Essam D, 2016, 'Real-Time disruption management in a coordinated supply chain system with multiple suppliers', in ILS 2016 - 6th International Conference on Information Systems, Logistics and Supply Chain
2016
Elsayed S; Sarker R; Coello CC, 2016, 'Enhanced multi-operator differential evolution for constrained optimization', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 4191 - 4198, http://dx.doi.org/10.1109/CEC.2016.7744322
2016
Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'A double action genetic algorithm for scheduling the wind-thermal generators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, ACT, Australia, pp. 258 - 269, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_22
2016
Elsayed S; Hamza N; Sarker R, 2016, 'Testing united multi-operator evolutionary algorithms-II on single objective optimization problems', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 2966 - 2973, http://dx.doi.org/10.1109/CEC.2016.7744164
2016
Hamza NM; Essam DL; Sarker RA, 2016, 'Exploring the feasible space using constraint consensus in solving constrained optimization problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 89 - 100, http://dx.doi.org/10.1007/978-3-319-28270-1_8
2016
Zaman MF; Elsayed S; Ray T; Sarker , 2016, 'A Co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers', in Evolutionary Computation (CEC), 2016 IEEE Congress on, Vancouver, Canada, pp. 3507 - 3514, presented at IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744234
2016
Abdallah AFM; Essam DL; Sarker RA, 2016, 'Solving dynamic optimisation problems with known changeable boundaries', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 29 - 40, http://dx.doi.org/10.1007/978-3-319-28270-1_3
2016
Abd Allah AMFM; Essam DL; Sarker RA, 2016, 'Genetic algorithms-based techniques for solving dynamic optimization problems with unknown active variables and boundaries', in COMPSE 2016 - 1st EAI International Conference on Computer Science and Engineering, European Alliance for Innovation (EAI), Penang, Malaysia, presented at First EAI International Conference on Computer Science and Engineering, Penang, Malaysia, 11 November 2016 - 12 November 2016, http://dx.doi.org/10.4108/eai.27-2-2017.152266
2016
Kays HME; Karim ANM; Hasan M; Sarker RA, 2016, 'Impact of Initial Level and Growth Rate in Multiplicative HW Model on Bullwhip Effect in a Supply Chain', in Sarker R; Abbass HA; Dunstall S; Kilby P; Davis R; Young L (eds.), DATA AND DECISION SCIENCES IN ACTION, SPRINGER INTERNATIONAL PUBLISHING AG, Univ New S Wales, Canberra Campus, Kensington, AUSTRALIA, pp. 357 - 368, presented at 24th Australian-Society-for-Operations-Research (ASOR) Conference, Univ New S Wales, Canberra Campus, Kensington, AUSTRALIA, 16 November 2016 - 17 November 2016, http://dx.doi.org/10.1007/978-3-319-55914-8_26
2016
Aguilar-Justo AE; Mezura-Montes E; Elsayed SM; Sarker RA, 2016, 'Decomposition of large-scale constrained problems using a genetic-based search', in 2016 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2016, Ixtapa, Mexico, presented at 2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), Ixtapa, Mexico, 09 November 2016 - 11 November 2016, http://dx.doi.org/10.1109/ROPEC.2016.7830614
2016
Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2016, 'Two-phase differential evolution framework for solving optimization problems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, presented at 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850258
2016
Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu ; Singh ; Elsayed (eds.), INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2016, Springer, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, AUSTRALIA, pp. 495 - 508, presented at 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, AUSTRALIA, 01 November 2016, http://dx.doi.org/10.1007/978-3-319-49049-6_36
2016
Hishamuddiin H; Sarker R; Essam D, 2015, 'A simulation model of a three echelon supply chain system with multiple suppliers subject to supply and transportation disruptions', in IFAC-PapersOnLine, pp. 2036 - 2040, http://dx.doi.org/10.1016/j.ifacol.2015.06.388
2015
Ali IM; Elsayed SABER; Ray T; Sarker R, 2015, 'Memetic Algorithm for solving Resource Constrained Project Scheduling Problems', in Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press): STM Titles, Sendai, pp. 2761 - 2767, presented at CEC, Sendai, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257231
2015
elsayed ; sarker ; Elsayed SM, 2015, 'An Adaptive Configuration of Differential Evolution Algorithms for Big Data', in An Adaptive Configuration of Differential Evolution Algorithms for Big Data, IEEE Congress on Evolutionary Computation, Sendai, Japan, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 May 2015
2015
Sallam ; Sarker ; Essam ; Elsayed SM, 2015, 'Neurodynamic differential evolution algorithm and solving CEC2015 competition problems', in IEEE Congress on Evolutionary Computation,, Sendai, Japan, pp. 1033 - 1040, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257003
2015
Lakshika E; Barlow M; Sarker R; Gaidow S, 2015, 'Analysing Truck-Trailer-Flatrack Mix for a Given Road Network with Known Supply and Demand', in Weber T; McPhee MJ; Anderssen RS (eds.), 21ST INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2015), MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC, Gold Coast, Australia, pp. 910 - 916, presented at 21st International Congress on Modelling and Simulation, Gold Coast, Australia, 29 November 2015 - 04 December 2015, http://www.mssanz.org.au/modsim2015/D5/lakshika.pdf
2015
Elsayed SM; Sarker R; Slay , 2015, 'Evaluating the performance of a differential evolution algorithm in anomaly detection', in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, Sendai, Japan, pp. 2490 - 2497, presented at IEEE Congress on Evolutionary Computation, Sendai, Japan, 25 May 2015 - 28 April 2016, http://dx.doi.org/10.1109/CEC.2015.7257194
2015
Samavati M; Essam D; Nehring M; Sarker R, 2015, 'A new branching scheme for the open pit mine production scheduling problem', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering
2015
Chakrabortty R; Sarker R; Essam D, 2015, 'Resource constrained project scheduling: A branch and cut approach', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering, Metz, France, presented at International Conference on Computers and Industrial Engineering, Metz, France, 08 November 2015 - 11 November 2015
2015
Zaman MF; Elsayed S; Ray T; Sarker R, 2015, 'An Evolutionary Approach for Scheduling Solar-thermal Power Generation System', in Proceedings - CIE 45: 2015 International Conference on Computers and Industrial Engineering, Metz, France, presented at International Conference on Computers & Industrial Engineering (CIE), Metz, France, 28 October 2015 - 30 October 2015, http://dx.doi.org/10.13140/RG.2.1.1577.5129
2015
Elsayed SM; Ray T; Sarker RA, 2014, 'A surrogate-assisted differential evolution algorithm with dynamic parameters selection for solving expensive optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1062 - 1068, http://dx.doi.org/10.1109/CEC.2014.6900351
2014
Hamza ; Essam ; Sarker , 2014, 'Differential evolution with a constraint consensus mutation for solving optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 991 - 997, presented at 2014 IEEE Congress on Evolutionary Computation (CEC), 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900474
2014
Greenwood GW; Elsayed S; Sarker R; Abbass HA, 2014, 'Online generation of trajectories for autonomous vehicles using a multi-agent system', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1218 - 1224, http://dx.doi.org/10.1109/CEC.2014.6900345
2014
Rahman HF; Sarker RA; Essam DL; Chang G, 2014, 'A memetic algorithm for solving permutation flow shop problems with known and unknown machine breakdowns', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 42 - 49, http://dx.doi.org/10.1109/CEC.2014.6900242
2014
Abdesselam M; Karim ANM; Emrul Kays HM; Sarker RA, 2014, 'Forecasting demand: Development of a fuzzy growth adjusted holt-winters approach', in Advanced Materials Research, pp. 402 - 407, http://dx.doi.org/10.4028/www.scientific.net/AMR.903.402
2014
Elsayed SM; Sarker RA; Essam DL; Hamza NM, 2014, 'Testing united multi-operator evolutionary algorithms on the CEC2014 real-parameter numerical optimization', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1650 - 1657, http://dx.doi.org/10.1109/CEC.2014.6900308
2014
Paul SK; Sarker ; Essam D, 2014, 'Managing supply disruption in a three-tier supply chain with multiple suppliers and retailers', in Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on, pp. 194 - 198, presented at IEEE International Conference on Industrial Engineering and Engineering Management, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.1109/IEEM.2014.7058627
2014
Sayed E; Essam D; Sarker R; Elsayed S, 2014, 'A decomposition-based algorithm for dynamic economic dispatch problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1898 - 1905, http://dx.doi.org/10.1109/CEC.2014.6900459
2014
Elsayed SM; Sarker RA; Essam DL, 2014, 'United multi-operator evolutionary algorithms', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1006 - 1013, http://dx.doi.org/10.1109/CEC.2014.6900237
2014
Zaman F; Sarker RA; Ray T, 2014, 'Solving an economic and environmental dispatch problem using evolutionary algorithm', in IEEE International Conference on Industrial Engineering and Engineering Management, Malaysia, pp. 1367 - 1371, presented at IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2014, Malaysia, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.1109/IEEM.2014.7058862
2014
Elsayed S; Sarker R, 2014, 'Evolving the Parameters of Differential Evolution Using Evolutionary Algorithms', in Handa H; Ishibuchi H; Ong YS; Tan KC (eds.), PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 1, SPRINGER INTERNATIONAL PUBLISHING AG, Singapore, SINGAPORE, pp. 523 - 534, presented at 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Singapore, SINGAPORE, 10 November 2014 - 12 November 2014, http://dx.doi.org/10.1007/978-3-319-13359-1_40
2014
Paul SK; Sarker R; Essam D, 2013, 'A PRODUCTION INVENTORY MODEL WITH DISRUPTION AND RELIABILITY CONSIDERATIONS', in Proceedings 43rd International Conference on Computers & Industrial Engineering 2013 (CIE 43), Hong Kong, pp. 291 - 304, presented at The 43rd International Conference on Computers and Industrial Engineering, Hong Kong, 16 October 2013 - 18 October 2013
2013
Rahman ; Sarker R; Essam D, 2013, 'A Memetic Algorithm for Permutation Flow Shop Problems', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 1618 - 1625, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557755
2013
Asafuddoula M; Ray T; Sarker R, 2013, 'An efficient constraint handling approach for optimization problems with limited feasibility and computationally expensive constraint evaluations', in GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion, pp. 113 - 114, 06 July 2013 - 10 July 2013, http://dx.doi.org/10.1145/2464576.2464633
2013
Elsayed ; Sarker R; Mezura-montes E, 2013, 'Particle Swarm Optimizer for Constrained Optimization', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 1703 - 1711, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557896
2013
Abdallah ; Essam D; Sarker R, 2013, 'Using a diversified genetic algorithm to solve dynamic vehicle routing problems', in IASTED Multiconferences - Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2013, Innsbruck; Austria, pp. 9 - 14, presented at 12th IASTED International Conference on Artificial Intelligence and Applications, AIA 2013, Innsbruck; Austria, 11 February 2013 - 13 February 2013, http://dx.doi.org/10.2316/P.2013.793-009
2013
Asaf MA; Ray T; Sarker R, 2013, 'Evaluate till you Violate: A Differential Evolution Algorithm Based on Partial Evaluation of the Constraint Set', in 2013 IEEE Symposium on Differential Evolution (SDE), IEEE, Singapore, pp. 31 - 37, presented at 2013 IEEE Symposium Series on Computational Intelligence, SSCI2013, Singapore, 16 April 2013 - 19 April 2013, http://dx.doi.org/10.1109/SDE.2013.6601439
2013
Elsayed ; Sarker R; Ray T, 2013, 'Differential Evolution with Automatic Parameter Configuration for Solving the CEC2013 Competition on Real-Parameter Optimization', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 1932 - 1937, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557795
2013
Elsayed ; Sarker R; Essam D, 2013, 'A Genetic Algorithm for Solving the CEC'2013 Competition Problems on Real-Parameter Optimization', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, Cancún, México, pp. 356 - 360, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557591
2013
Elsayed SM; Sarker RA, 2013, 'Differential Evolution with automatic population injection scheme for constrained problems', in Proceedings of the 2013 IEEE Symposium on Differential Evolution, SDE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 112 - 118, http://dx.doi.org/10.1109/SDE.2013.6601450
2013
Rahman MH; Sarker R; Essam D, 2013, 'Permutation Flow Shop Scheduling with dynamic job order arrival', in Proceedings of the IEEE Conference on Cybernetics and Intelligent Systems (CIS) 2013, pp. 30 - 35, presented at IEEE Conference on Cybernetics and Intelligent Systems (CIS), 12 November 2013 - 15 November 2013, http://dx.doi.org/10.1109/ICCIS.2013.6751574
2013
Asafuddoula M; Ray T; Sarker R, 2013, 'An Efficient Constraint Handling Approach for Optimization Problems with Limited Feasibility and Computationally Expensive Constraint Evaluations', in Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, ACM, Amsterdam, The Netherlands, pp. 113 - 114, presented at Genetic and evolutionary computation conference, Amsterdam, The Netherlands, 06 July 2013 - 10 July 2013, http://dx.doi.org/10.1145/2470000/2464633/p113-asafuddoula.pdf?ip=129.94.181.204&id=2464633&acc=ACTIVE%20SERVICE&key=C2716FEBFA981EF141F8CF9C574B96982649914059E4E6A4&CFID=352091078&CFTOKEN=16779145&__acm__=1375766263_238cc55914e06e8d5159b66b24ae91c1
2013
Asaf MA; Ray T; Sarker R, 2012, 'A Differential Evolution Algorithm with Constraint Sequencing', in IEEE Xplore, Conference published service (CPS), Wuhan, China, pp. 68 - 71, presented at 2012 3rd Global Congress on Intelligent Systems, Wuhan University of Technology, Wuhan, China, 06 November 2012 - 08 November 2012, http://dx.doi.org/10.1109/GCIS.2012.95
2012
Elsayed ; Sarker R; Ray T, 2012, 'Parameters adaptation in differential evolution', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252931
2012
Asaf MA; Ray T; Sarker R; Alam , 2012, 'An Adaptive Constraint Handling Approach Embedded MOEA/D', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252868
2012
Abbass H; Essam D; Sarker R, 2012, 'The 2012 international joint conference on neural networks (IJCNN)', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2012.6252361
2012
Hamza NM; Sarker R; Essam D, 2012, 'Differential evolution with a mix of Constraint Consenus methods for solving a real-world Optimization Problem', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 7, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252904
2012
Abbass H; Essam D; Sarker R, 2012, '2012 IEEE Congress on Evolutionary Computation', in 2012 IEEE Congress on Evolutionary Computation, IEEE, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/cec.2012.6256101
2012
Sayed E; Essam D; Sarker R, 2012, 'Dependency Identification technique for large scale optimization problems', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256117
2012
Elsayed ; Sarker R; Essam D, 2012, 'Memetic multi-topology particle swarm optimizer for constrained optimization', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at Evolutionary Computation (CEC), 2012 IEEE Congress on, Brisbane, 10 June 2012 - 16 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256110
2012
Soliman O; Sarker R; Zahir S, 2012, 'Fuzzy Optimization of location Decisions in Supply Chain Management', in Informatics and Systems (INFOS), 2012 8th International Conference on, IEEE Press, USA, pp. BIO115 - BIO123, presented at Informatics and Systems (INFOS), 2012 8th International Conference on, Giza, Egypt, 14 May 2012 - 16 May 2012, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6236538
2012
Elsayed ; Sarker R; Essam D, 2011, 'GA with a new multi-parent crossover for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 857 - 864, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949708
2011
Asaf MA; Ray T; Sarker R, 2011, 'An adaptive differential evolution algorithm and its performance on real world optimization problems', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 1057 - 1062, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949734
2011
Elsayed ; Sarker R; Essam D, 2011, 'Differential evolution with multiple strategies for solving CEC2011 real-world numerical optimization problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 1041 - 1048, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949732
2011
Zahir S; Jagoda K; Sarker R, 2011, 'Managing Supply Chain With Rental Warehouses for a Beverage Distribution Centre', in ACSC2011 Proceedings, ACSC, Montreal, Canada, pp. 1 - 9, presented at Administrative Sciences Association of Canada Conference ACSC2011, Montreal, Canada, 02 July 2011 - 05 July 2011
2011
Sarker R; Soliman O, 2011, 'Interactive Fuzzy Goal Programming Model Based on Differential Evolution for Regional Sustainability Development under Climate Change', in Advances in Soft Computing, Springer, Berlin, pp. 415 - 426, presented at 6th International Conference on Soft Computing Models in Industrial and Environmental Applications, Salamanca, Spain, http://dx.doi.org/10.1007/978-3-642-19644-7_44
2011
Elsayed ; Sarker R; Essam D, 2011, 'Improved genetic algorithm for constrained optimization', in Computer Engineering & Systems (ICCES), 2011 International Conference on, IEEE Press, USA, pp. 111 - 115, presented at 2011 International Conference on Computer Engineering and Systems, ICCES'2011, Cairo, Egypt, 30 November 2011 - 01 December 2011, http://dx.doi.org/10.1109/ICCES.2011.6141022
2011
Elsayed ; Sarker R; Essam D, 2011, 'GA with a new multi-parent crossover for solving IEEE-CEC2011 competition problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 1034 - 1040, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949731
2011
Elsayed ; Sarker R; Essam D, 2011, 'Integrated strategies differential evolution algorithm with a local search for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 2618 - 2625, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949945
2011
Hishamuddin H; Sarker R; Essam D, 2011, 'A Recovery Model for a Production-Inventory System with Transportation Disruption', in Proceedings of the International Conference on Industrial Engineering and Service Science, ITS, Indenesia, Solo, Indonesia, pp. 1 - 6, presented at The International Conference on Industrial Engineering and Service Science, Solo, Indonesia, 20 September 2011 - 22 September 2011, http://www.iess2011.com/
2011
Hamza N; Sarker R; Essam D, 2011, 'Memetic Differential Evolution Combined with Constraint Consensus Method for solving COPs', in Computer Engineering & Systems (ICCES), 2011 International Conference on, IEEE Press, USA, pp. 116 - 120, presented at 2011 International Conference on Computer Engineering and Systems, ICCES'2011, Cairo, Egypt, 30 November 2011 - 01 December 2011, http://dx.doi.org/10.1109/ICCES.2011.6141023
2011
Hamza NM; Elsayed ; Essam D; Sarker R, 2011, 'Differential evolution combined with constraint consensus for constrained optimization', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 865 - 872, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949709
2011
Bui L; Baker S; Bender A; Abbass HA; Barlow MG; Sarker R, 2011, 'A grid-based heuristic for two-dimensional packing problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 2329 - 2336, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949905
2011
Hasan E; Essam D; Sarker R, 2011, 'Large Scale Optimisation based on self-directed Local Search', in Proceedings of the International Conference on Industrial Engineering and Service Science, ITS, Indonesia, Solo, Indonesia, pp. 1 - 6, presented at The International Conference on Industrial Engineering and Service Science, Solo, Indonesia, 20 September 2011 - 22 September 2011, http://www.iess2011.com/
2011
Siswanto ; Essam D; Sarker R, 2011, 'Multi-Heuristics based Genetic Algorithm for Solving Maritime Inventory Routing Problem', in Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on, IEEE Press, USA, pp. 116 - 120, presented at Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on, Singapore, 06 December 2011 - 09 December 2011, http://dx.doi.org/10.1109/IEEM.2011.6117890
2011
Hishamuddin H; Sarker R; Essam D, 2010, 'An Inventory Recovery Model for an Economic Production Quantity Problem with Disruption', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE Press, USA, pp. 198 - 202, presented at IEEE International Conference on Industrial Engineering and Engineering Management, Macau, China, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1109/IEEM.2010.5674449
2010
Hishamuddin H; Sarker R; Essam D, 2010, 'A recovery model for an economic production quantity problem with disruption', in IEEE International Conference on Industrial Engineering and Engineering Management, IEEE Press, USA, pp. 198 - 202, presented at IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2010, Macao, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1109/IEEM.2010.5674449
2010
Naznin F; Sarker R; Essam D, 2010, 'DGA: Decomposition with Genetic Algorithm for Multiple Sequence Alignment', in CIBCB 2010 Proceedings, IEEE Computational Intelligence Society, New Yourk, pp. 23 - 31, presented at 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Montreal, QC, 02 May 2010 - 05 May 2010, http://dx.doi.org/10.1109/CIBCB.2010.5510595
2010
Hermadi I; Lokan CJ; Sarker R, 2010, 'Genetic Algorithm Based Path Testing: Challenges and Key Parameters', in 2010 Second World Congress on Software Engineering, IEEE Computer Society, Los Alamitos CA, USA, pp. 241 - 244, presented at Second World Congress on Software Engineering, Wuhan, China, http://dx.doi.org/10.1109/WCSE.2010.82
2010
Hasan SM; Sarker R; Essam D, 2010, 'Evolutionary Scheduling with Rescheduling Option for Sudden Machine Breakdowns', in IEEE CEC 2010 - IEEE World Congress on Computational Intelligence, IEEE, New York, presented at 2010 IEEE Congress on Evolutionary Computation, Barcelona, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586374
2010
Hishamuddin H; Sarker R; Essam D, 2010, 'An Inventory Recovery Model for an Economic Lot Sizing Problem with Disruption', in Zhao X; Zhu G; Flynn B (eds.), Proceedings of the 4th International Conference of Operations and Supply Chain Management, The Chinese University of Hong Kong, Hong Kong, pp. 794 - 799, presented at The 4th International Conference of Operations and Supply Chain Management (ICOSCM 2010), Hong Kong, 25 July 2010 - 27 July 2010, http://lf-scml.baf.cuhk.edu.hk/icoscm/
2010
Siswanto ; Essam D; Sarker R, 2009, 'Solving a Ship Inventory Routing and Scheduling Problem', in International Conference on Operations and Supply Chain Management, AIMST University, Kedah Darul Aman, Malaysia, presented at International Conference on Operations and Supply Chain Management, Bujang Valley, Malaysia, 09 December 2009 - 11 December 2009
2009
Naznin F; Sarker R; Essam D, 2009, 'Iterative Progressive Alignment Method (IPAM) for Multiple Sequence Alignment', in Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, IEEE Press, Troys, pp. 536 - 541, presented at Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, Troys, 06 July 2009 - 09 July 2009, http://dx.doi.org/10.1109/ICCIE.2009.5223562
2009
Sarker R; Soliman O, 2009, 'A Combined Fuzzy Goal Programming Model with Fuzzy Analytic Hierarchy Process to Agriculture Planning', in Kozan E (ed.), 20th National Conference of Australian Society for Operations Research (ASOR2009), ASOR, Brisbane, Australia, presented at 20th National Conference of Australian Society for Operations Research (ASOR2009), Gold Coast, Australia, 27 September 2009 - 30 September 2009
2009
Hasan SM; Sarker R; Essam D, 2009, 'Job-Shop Scheduling with Machine Unavailability and Breakdowns', in Kozan E (ed.), 20th National Conference of Australian Society for Operations Research (ASOR2009), ASOR, Brisbane, Australia, presented at 20th National Conference of Australian Society for Operations Research (ASOR2009), Gold Coast, Australia, 27 September 2009 - 30 September 2009
2009
Barkat Ullah AS; Sarker R; Lokan CJ, 2009, 'An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality constraints', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, pp. 70 - 77, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4982932
2009
Naznin F; Sarker R; Essam D, 2009, 'Two Hybrid Algorithms for Multiple Sequence Alignment', in 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), American Institute of Physics, Sofia, Bulgaria, pp. 69 - 83, presented at 2009 INTERNATIONAL CONFERNECE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), Sofia, Bulgaria, 28 July 2009 - 29 July 2009, http://dx.doi.org/10.1063/1.3314271
2009
Siswanto ; Essam D; Sarker R, 2009, 'Solving the ship inventory routing and scheduling problem with undedicated compartments', in Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, IEEE Press, Troys, pp. 1088 - 1093, presented at Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, Troys, 06 July 2009 - 09 July 2009, http://dx.doi.org/10.1109/ICCIE.2009.5223771
2009
Sarker R; El Feky EZ; Essam D, 2008, 'Partial Decomposition and Parallel GA (PD-PGA) for Constrained Optimization', in Proceedings 2008 IEEE Int. Conf. on Systems, Man, and Cybernetics, Singapore, pp. 220 - 227, presented at IEEE International Conference on Systems, Man and Cybernetics 2008, Singapore, 05 October 2008 - 12 October 2008, http://dx.doi.org/10.1109/ICSMC.2008.4811278
2008
Whitacre JM; Bender A; Baker S; Fan Q; Sarker R; Abbass HA, 2008, 'Network Topology and Time Criticality Effects in Modularised Fleet Problems', in SimTecT 2008: Simulation Conference, SimTecT 2008: Simulation Conference, Melbourne, Australia, presented at SimTecT 2008: Simulation Conference, Melbourne, Australia, 12 May 2008 - 15 May 2008
2008
Barkat Ullah AS; El Feky EZ; Cornforth DJ; Essam D; Sarker R, 2008, 'Improved Evolutionary Algorithms for Solving Constrained Optimization Problems with Tiny Feasible Space', in Proceedings 2008 IEEE Int. Conf. on Systems, Man, and Cybernetics, Singapore, pp. 1426 - 1433, presented at IEEE International Conference on Systems, Man and Cybernetics 2008, Singapore, 05 October 2008 - 12 October 2008, http://dx.doi.org/10.1109/ICSMC.2008.4811486
2008
Sarker R; Lin G; Kang L; Liang Y, 2008, 'Analysis the Impact of Genetic Operators in Evolution Strategies', in Conference Proceedings: 2nd International Conference on Genetic and Evolutionary Computing, Jingzhou, China, pp. 88 - 91, presented at 2nd International Conference on Genetic and Evolutionary Computing, Jingzhou, China, 25 September 2008 - 26 September 2008, http://dx.doi.org/10.1109/WGEC.2008.107
2008
Abbass HA; Bender A; Dam HH; Baker S; Whitacre JM; Sarker R, 2008, 'Computational Scenario-based Capability Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, pp. 1437 - 1444, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389378
2008
Barkat Ullah AS; Sarker R; Cornforth DJ, 2008, 'Search Space Reduction Technique for Constrained Optimization with Tiny Feasible Space', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, pp. 881 - 888, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389268
2008
Lin G; Liang Y; Kang L; Yao X; Sarker R, 2008, 'An Analysis the Exploration Abilities of Crossover Operators', in Cai Z; Yan X; Liu Y; Kang L (eds.), PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, CHINA UNIV GEOSCIENCES PRESS, China Univ Geosci, Wuhan, PEOPLES R CHINA, pp. 334 - 338, presented at 3rd International Conference on Intelligence Computation and Applications, China Univ Geosci, Wuhan, PEOPLES R CHINA, 19 December 2008 - 21 December 2008, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000263829400074&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2008
Whitacre JM; Abbass HA; Bender A; Sarker R; Baker S, 2008, 'Strategic Positioning in Tactical Scenario Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, pp. 1081 - 1088, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389293
2008
Sarker R; Zahir S, 2008, 'Optimizing Multi-Objective Decisions for Planned Relocation of People In Surface Mining for a Densely Populated Environment', in Conference of the Administrative Sciences Association of Canada, Conference of the Administrative Sciences Association of Canada - ASAC 2008, Canada, presented at Conference of the Administrative Sciences Association of Canada - ASAC 2008, Canada, 24 May 2008 - 27 May 2008
2008
Hasan SM; Sarker R; Essam D, 2008, 'A Decision Support System for Solving Job-Shop Scheduling Problems Using Genetic Algorithms', in Proceedings of the 12th Asia-Pacific Symposium on Intelligent and Evolutionary Systems (IES 2008), Intelligent & Evolutionary Systems, Melbourne, Victoria, presented at Intelligent & Evolutionary Systems, Melbourne, Victoria, 07 December 2008 - 08 December 2008
2008
Lin G; Kang L; Chen Y; Yao X; Liu Y; Sarker R, 2007, 'An Improved Fast Evolutionary Programming', in ISICA 2007 2nd International Symposium, 2nd International Symposium, ISICA 2007, Wuhan, China, presented at 2nd International Symposium, ISICA 2007, Wuhan, China, 21 September 2007 - 23 September 2007
2007
Lin G; Kang L; Chen Y; McKay B; Sarker R, 2007, 'Comparing the Selective Pressure of Different Selection Operators', in ISICA 2007 2nd International Symposium, 2nd International Symposium, ISICA 2007, Wuhan, China, presented at 2nd International Symposium, ISICA 2007, Wuhan, China, 21 September 2007 - 23 September 2007, http://d.wanfangdata.com.cn/NSTLHY_NSTL_HY17190223.aspx
2007
Hasan SM; Sarker R; Cornforth DJ, 2007, 'Hybrid Genetic Algorithm for Solving Job-Shop Scheduling Problem', in Proceedings of the Twenty Eighth International Conference on Information Systems (ICIS 2007), Association for Information Systems, USA, pp. 519 - 524, presented at Twenty Eighth International Conference on Information Systems (ICIS 2007), Montreal, Canada, 09 December 2007 - 12 December 2007, http://dx.doi.org/10.1109/ICIS.2007.107
2007
Sarker R; Cornforth DJ; Lokan CJ; Barkat Ullah AS, 2007, 'An Agent-Based Memetic Algorithm (AMA) for Solving Constrained Optimization Problems', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 999 - 1006, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424579
2007
Hasan SM; Sarker R; Cornforth DJ, 2007, 'GA with Priority Rules for Solving Job-Shop Scheduling Problems', in Proceedings 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Singapore, pp. 1913 - 1920, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2008.4631050
2007
Lin G; Kang L; Chen Y; McKay B; Sarker R, 2007, 'A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems', in ISICA 2007 2nd International Symposium, Wuhan, China, pp. 157 - 168, presented at 2nd International Symposium, ISICA 2007, Wuhan, China, 21 September 2007 - 23 September 2007
2007
Zahir S; Sarker R, 2007, 'Optimizing Multi-Objective Decisions about Distribution Centres and Plant Locations in Supply Chain Management', in Administrative Sciences Association of Canada (ASAC 2007), Administrative Sciences Association of Canada (ASAC 2007), Ottawa, Canada, presented at Administrative Sciences Association of Canada (ASAC 2007), Ottawa, Canada, 02 June 2007 - 05 June 2007, http://ojs.acadiau.ca/index.php/ASAC/issue/view/101
2007
Abbass HA; Bender A; Baker S; Sarker R, 2007, 'Anticipating Future Scenarios for the Design of Modularised Vehicle and Trailer Fleets', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Sarker R; Soliman O, 2007, 'Operations Research Modeling for Climate Change', in 19th National Conference of the Australian Society for Operations Research, 19th National Conference of the Australian Society for Operations Research, Melbourne, presented at 19th National Conference of the Australian Society for Operations Research, Melbourne, 03 December 2007 - 05 December 2007
2007
Sarker R; Zahir S, 2007, 'Optimizing Multi-Objective Decisions about Distribution Centres and Plant Locations in Supply Chain Management', in Proceedings: Administrative Sciences Association of Canada (ASAC 2007), Administrative Sciences Association of Canada (ASAC 2007), Ottawa, Canada, presented at Administrative Sciences Association of Canada (ASAC 2007), Ottawa, Canada, 02 June 2007 - 05 June 2007
2007
Hasan SM; Sarker R; Cornforth DJ, 2007, 'Modified Genetic Algorithm for Job-Shop Scheduling:A Gap-Utilization Technique', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 3804 - 3811, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424966
2007
Yang A; Abbass HA; Sarker R, 2007, 'Group Coordination in Multi-Agent Systems: Is it a necessity or an overhead?', in MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, pp. 670 - 676, presented at MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, 10 December 2007 - 13 December 2007
2007
Alam S; Nguyen MH; Abbass HA; Sarker R, 2007, 'The Architecture Design and Validation of the Air Traffic Operations and Management Simulator (ATOMS)', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Sarker R; Ray T; Barahona da Fonseca J, 2007, 'An evolutionary algorithm for machine lay out and job assignment problems', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 3991 - 3997, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424991
2007
Abbass HA; Baker S; Bender A; Sarker R, 2007, 'Anticipating Future Army Supply Chain Fleet Capabilities', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Barkat Ullah AS; Sarker R; Cornforth DJ, 2007, 'A Combined MA-GA Approach for Solving Constrained Optimization Problems', in Proceedings of the Twenty Eighth International Conference on Information Systems (ICIS 2007), Association for Information Systems, USA, pp. 382 - 387, presented at Twenty Eighth International Conference on Information Systems (ICIS 2007), Montreal, Canada, 09 December 2007 - 12 December 2007, http://dx.doi.org/10.1109/ICIS.2007.9
2007
Whitacre JM; Pham TQ; Sarker R, 2006, 'Use of Statistical Outlier Detection Method in Adaptive Evolutionary Algorithms Track: Genetic algorithms', in Genetic and Evolutionary Computation Conference (GECCO) 2006, Seattle, Washington, USA, pp. 1345 - 1352, presented at Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, USA, 08 July 2006 - 12 July 2006, http://dx.doi.org/10.1145/1143997.1144205
2006
Sarker R, 2006, 'The Influence of Population Size and Selection Process on the Performance of a Simple Evolutionary Algorithm', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 7th Asia Pacific Industrial Engineering and Management Systems Conference and the 9th Asia Pacific Division Meeting of the International Foundation for Production Research, Intercontinental Hotel Bangkok, presented at 7th Asia Pacific Industrial Engineering and Management Systems Conference and the 9th Asia Pacific Division Meeting of the International Foundation for Production Research, Intercontinental Hotel Bangkok, 17 December 2006 - 20 December 2006
2006
Whitacre JM; Pham TQ; Sarker R, 2006, 'Credit Assignment in Adaptive Evolutionary Algorithms - Track: Genetic algorithms', in Genetic and Evolutionary Computation Conference (GECCO) 2006, Seattle, Washington, USA, pp. 1353 - 1360, presented at Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, USA, 08 July 2006 - 12 July 2006, http://dx.doi.org/10.1145/1143997.1144206
2006
Sarker R; Zahir S, 2006, 'Prioritizing Optimal Scenarios in a Supply Chain Expansion Plan using the AHP in an Expanded Decision Model', in ASAC 2006: 34th Annual ASAC Conference, ASAC 2006: 34th Annual ASAC Conference, Banff Alberta Canada, presented at ASAC 2006: 34th Annual ASAC Conference, Banff Alberta Canada, 03 June 2006 - 06 June 2006
2006
Yang A; Abbass HA; Sarker R, 2006, 'Land Combat Scenario Planning: A Multiobjective Approach', in SEAL 2006: 6th International Conference, Hefei, China, pp. 837 - 844, presented at 6th International Conference, SEAL 2006, Hefei, China, http://dx.doi.org/10.1007/11903697_105
2006
Abbass HA; Baker S; Bender A; Sarker R, 2006, 'Identifying the Fleet Mix in a Military Setting', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006
2006
Sarker R; Fraser D; Prasad JG, 2006, 'Forecasting of Currency Exchange Rates using ANNs: The Influence of Economic Variables', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 7th Asia Pacific Industrial Engineering and Management Systems Conference and the 9th Asia Pacific Division Meeting of the International Foundation for Production Research, Intercontinental Hotel Bangkok, presented at 7th Asia Pacific Industrial Engineering and Management Systems Conference and the 9th Asia Pacific Division Meeting of the International Foundation for Production Research, Intercontinental Hotel Bangkok, 17 December 2006 - 20 December 2006
2006
Ray T; Sarker R, 2006, 'Multiobjective Evolutionary Approach to the Solution of Gas Lift Optimization Problems', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, pp. 3182 - 3188, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006, http://dx.doi.org/10.1109/CEC.2006.1688712
2006
Lin G; Kang L; Chen Y; Sarker R, 2006, 'A Self-Adaptive Evolutionary Algorithm (SAEA) for Solving Nonlinear Programming Problems', in A Self-Adaptive Evolutionary Algorithm (SAEA) for Solving Nonlinear Programming Problems, 3rd International Conference on Neural, Parallel and Scientific Computations, Morehouse College, IFNA, Atlanta, GA, USA, presented at 3rd International Conference on Neural, Parallel and Scientific Computations, Morehouse College, IFNA, Atlanta, GA, USA, 09 August 2006 - 12 August 2006, http://atlas-conferences.com/c/a/r/l/90.htm
2006
Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf
2006
Prasad JG; Sarker R; Fraser D, 2006, 'Currency Exchange Rates Prediction using Artificial Neural Networks', in 10th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 10th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, Korea, pp. 141 - 155, presented at 10th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Korea
2006
Sarker R; Ray T, 2005, 'Multiobjective Evolutionary Algorithms for Solving Constrained Optimization Problems', in Mohammadian M (ed.), CIMCA 2005, IEEE Press, Vienna, Austria, pp. 197 - 201, presented at Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet, Vienna, Austria, 28 November 2005 - 30 November 2005, http://dx.doi.org/10.1109/CIMCA.2005.1631468
2005
Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A network centric model for warfare', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, pp. 813 - 819, presented at 9th International Conference, KES 2005, Proceedings PartIII (Lecture Notes in Artificial Intelligence: LNAI 3683), Melbourne
2005
Yang A; Abbass HA; Sarker R, 2005, 'Risk Assessment of Capability Requirements Using WISDOM-II', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644273
2005
Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, pp. 728 - 733, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205
2005
Yang A; Abbass HA; Sarker R, 2005, 'Evolving Agents for Network Centric Warfare', in Evolving Agents for Network Centric Warfare, 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C, presented at 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C
2005
Sarker R; Ray T, 2005, 'Simultaneous Optimisation of Multi-objective Linear and Nonlinear Problems', in ASOR 18th National Conference of the Australian Society for Operations Research, ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, presented at ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, 26 September 2005 - 28 September 2005, http://www.asor.org.au/publication/files/dec2005/ASOR-report.pdf
2005
Sarker R, 2005, 'Facility Relocation in an Existing Supply Chain', in Facility Relocation in an Existing Supply Chain, 11th Australian Optimization Day, Perth, Australia, presented at 11th Australian Optimization Day, Perth, Australia, 30 September 2005
2005
Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A Network Centric Model for Warfare', in Knowledge-Based Intelligent Information and Engineering Systems, 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11553939_115
2005
Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi-agent Simulation Combat Systems', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, pp. 39 - 50, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336
2004
Sarker R; Maulloo AK; Rahman MK, 2004, 'Evolutionary algorithm for solving a practical multi-modal problem: a case study', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004, http://www.complexity.org.au/cgi-bin/conference/accepted_paper.cgi?paperid=sarker01
2004
Jiang QS; Sarker R; Abbass HA, 2004, 'Tracking moving targets and the non-stationary travelling salesman problem', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 171 - 179, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
2004
Sarker R, 2004, 'Population Size, Problem Size and Quality of Solution: An Experimental Study of Evolutionary Algorithms', in 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, Kota Kinabalu, Sabah, Malaysia, presented at 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, Kota Kinabalu, Sabah, Malaysia, 03 August 2004 - 05 August 2004
2004
Sarker R, 2004, 'The Use of EAs in Operational Research and Industrial Engineering', in 5th Asia-Pacific Industrial Engineering and Management Systems Conference, 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, presented at 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, 12 December 2004 - 15 December 2004
2004
Sarker R, 2004, 'Evolutionary Computation + Optimization = Evolutionary Optimization (EvOpt)', in 7th International Conference on Computer and Information Technology, 7th International Conference on Computer and Information Technology, Dhaka, Bangladesh, presented at 7th International Conference on Computer and Information Technology, Dhaka, Bangladesh, 26 December 2004 - 28 December 2004
2004
Sarker R; Abbass HA; Dewan SM, 2003, 'PDE Algorithm for Solving Constrained Multi-Objective Optimization Problems', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003
2003
Kamruzzaman J; Sarker R; Ahmed I, 2003, 'SVM Based Models for Predicting Foreign Currency Exchange Rates', in 3rd IEEE International Conference on Data Mining, Melbourne, pp. 557 - 560, presented at 3rd IEEE International Conference on Data Mining, Melbourne, 19 November 2003 - 22 November 2003, http://dx.doi.org/10.1109/ICDM.2003.1250976
2003
Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547
2003
Kamruzzaman J; Sarker R, 2003, 'Forecasting of Currency Exchange Rates using ANN: A Case Study', in IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, pp. 793 - 797, presented at IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, 14 December 2003 - 17 December 2003, http://dx.doi.org/10.1109/ICNNSP.2003.1279395
2003
Sarker R, 2003, 'Solving Transshipment Problems Using EAs: How Good are the Solutions?', in AJJW Proceedings, 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, presented at 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, 21 November 2003 - 22 November 2003
2003
Sarker R; Kazi FMA, 2003, 'Population Size, Search Space and Quality of Solution; An Experimental Study', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2011 - 2018, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299920
2003
Kamruzzaman J; Sarker R, 2003, 'Support Vector Machine for Better Forex Forecasting Model', in AJJW Proceedings, 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, presented at 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, 21 November 2003 - 22 November 2003
2003
Haque SA; Kabir AB; Sarker R, 2003, 'Optimization Model for Opportunistic Replacement Policy Using Genetic Algorithm with Fuzzy Logic Controller', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2837 - 2843, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299448
2003
Sarker R, 2003, 'Evolutionary Algorithms for Optimization; Do we get Effective Solutions?', in IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, pp. 404 - 408, presented at IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, 14 December 2003 - 17 December 2003, http://dx.doi.org/10.1109/ICNNSP.2003.1279294
2003
Yang J; Chiliang S; Millar GK; Sarker R, 2002, 'Risk Analysis and Consumer Protection in B2C Transactions', in 4th International Conference on Electronic Commerce, Hong Kong, pp. 83 - 89, presented at 4th International Conference on Electronic Commerce, Hong Kong, 23 December 2002 - 25 December 2002
2002
Sarker R; Abbass HA, 2002, 'Identification of Future ADF Vehicles and Trailer Fleets for Project Overlander', in 2002 Mathematics-in-Industry Group Proceedings, MISG, Australia, presented at Mathematics-in-Industry Study Group Workshop 2002, Adelaide, Sth Aust, 11 February 2002 - 15 February 2002
2002
Sarker R; Newton CS, 2002, 'Why Evolutionary Computation is an Attractive Choice for Multi-Objective Optimization?', in 5th International Conference on Computer and Information Technology, 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, presented at 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, 27 December 2002 - 28 December 2002
2002
Sarker R, 2001, 'Alternative Mathematical Programming Models: A Case for a Coal Blending Decision Process', in Alternative Mathematical Programming Models: A Case for a Coal Blending Decision Process, Optimization day Conference, Adelaide, Australia, presented at Optimization day Conference, Adelaide, Australia, http://atlas-conferences.com/c/a/h/q/07.htm
2001
Sarker R; Abbass HA; Newton CS, 2001, 'Solving multiobjective optimization problems using evolutionary algorithm', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001
2001
Sarker R; Abbass HA; Karim S, 2001, 'An Evolutionary Algorithm for Constrained Multiobjective Optimization Problems', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001
2001
Abbass HA; Sarker R, 2001, 'Simultaneous Evolution of Architectures and Connection Weights in ANNs', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
2001
Sarker R, 2001, 'Modelling Coal Preparation and Blending: A Case Study', in Modelling Coal Preparation and Blending: A Case Study, 16th National ASOR Conference, Adelaide, Australia, presented at 16th National ASOR Conference, Adelaide, Australia, http://atlas-conferences.com/c/a/h/p/10.htm
2001
Abbass HA; Sarker R; Newton CS, 2001, 'PDE: A Pareto-frontier Differential Evolution Approach for Multi-objective Optimization Problems', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, pp. 971 - 978, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934295
2001
Sarker R; Liang K; Newton CS, 2000, 'A Multiobjective Evolutionary Algorithm', in International ICSC Congress Intelligent Systems and Applications, ISA 2000, International ICSC Congress Intelligent Systems and Applications, ISA 2000, Wollongong, NSW, presented at International ICSC Congress Intelligent Systems and Applications, ISA 2000, Wollongong, NSW, 11 December 2000 - 15 December 2000
2000
Sarker R; Mohammadian M; Newton CS, 2000, 'Mutiple Objective Optimization Techniques: A Brief Review', in Advances in Intelligent Systems: Theory and Application, AISTA 2000, Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, presented at Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, 02 February 2000 - 04 February 2000
2000
Sarker R; Newton CS, 2000, 'A Comparative Study of Different Penalty Function-Based GAs for Constrained Optimization', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
2000
Sarker R; Quaddus MA, 2000, 'Multiple Criteria Decision Support: A Critical Review and an Application in National Crop Planning', in Multiple Criteria Decision Support: A Critical Review and an Application in National Crop Planning, 1st Gulf Conference on DSS, Kuwait, presented at 1st Gulf Conference on DSS, Kuwait, 06 November 2000 - 08 November 2000
2000
Sarker R; Mohammadian M; Newton C, 2000, 'Multiple objective optimization techniques: A brief review', in Mohammadian M (ed.), ADVANCES IN INTELLIGENT SYSTEMS: THEORY AND APPLICATIONS, IOS PRESS, CANBERRA, AUSTRALIA, pp. 122 - 128, presented at International Conference on Advances in Intelligent Systems: Theory and Applications (AISTA 2000), CANBERRA, AUSTRALIA, 02 February 2000 - 04 February 2000, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000165948100020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2000
Sarker R; Newton CS; Gunn E, 1999, 'A Simple SLP Algorithm and Its Convergence', in Erhan Kozan (ed.), 15th National Conference of The Australian Society for Operations Research Inc, 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, pp. 1109 - 1121, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999
1999
Runarsson T; Sarker R, 1999, 'Constrained Nonlinear Integer Programming and Evolution Strategies', in AJJW Proceedings, 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 23 November 1999 - 25 November 1999
1999
Sarker R; Runarsson T; Newton CS, 1999, 'Genetic Algorithms for Solving a Class of Constrained Nonlinear Integer Programs', in Erhan Kozan (ed.), 15th National Conference of The Australian Society for Operations Research Inc, 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, pp. 1122 - 1137, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999
1999
Islam M; Rahman SS; Sarker R, 1998, 'A neural network model for invariant pattern recognition', in Selvaraj H; Verma B (ed.), 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 1998), 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA`98), Gippsland, Victoria, Australia, presented at 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA`98), Gippsland, Victoria, Australia, 09 February 1998 - 11 February 1998
1998
Sarker R; Rahman SS; Newton CS, 1998, 'Markov prediction of reasons for using EC in the long run', in 10th International Conference on Systems Research, Informatics and Cybernetics, 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, presented at 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, 17 August 1998 - 21 August 1998
1998
Rahman S; Sarker R; Bignall RJ, 1998, 'On the feasibility of distributed multimedia applications in marketing', in 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 1998), 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA`98), Gippsland, Victoria, Australia, presented at 2nd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA`98), Gippsland, Victoria, Australia, 09 February 1998 - 11 February 1998
1998
Begg R; Rahman S; Sarker R, 1998, 'MGAS: Multimedia aided gait analysis.', in 10th International Conference on Systems Research, Informatics and Cybernetics, 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, presented at 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, 17 August 1998 - 21 August 1998
1998
Hassan M; Sarker R; Atiguzzaman M, 1998, 'Modelling IP-ATM Gateway using M/G/I/N Queue', in Roy SCD; Purkayastha P; Mukhopahyay S; Aditya S; Kumar S; Gopal M (eds.), IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control, New Delhi India, pp. 465 - 470, presented at IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control, New Delhi India, 08 November 1998 - 12 November 1998, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.53.4330
1998
Sarker R; Nath B, 1998, 'Alternative mathematical programming models for multi-period decision making.', in International conference on optimisation techniques and applications (ICOTA 1998), International conference on optimisation techniques and applications (ICOTA`98), Perth, WA, presented at International conference on optimisation techniques and applications (ICOTA`98), Perth, WA, 29 June 1998 - 30 June 1998
1998
Rahman SS; Nath B; Sarker R, 1997, 'Internet for Higher Productivity in Manufacturing', in Internet for Higher Productivity in Manufacturing, 4th International Conference on Computer Integrated Manufacturing, Singapore, pp. 269 - 278, presented at 4th International Conference on Computer Integrated Manufacturing, Singapore
1997
Sarker R; Khan LR, 1997, 'An Optimal Batch Size for a Manufacturing System Operating Under a Periodic Delivery Policy', in 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, presented at 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, 30 November 1997 - 04 December 1997
1997
Sarker R; Haque A; Nath B, 1997, 'Integration of Maintenance and Spare Parts Inventory Policies: A Simulation Approach', in 3RD International Conference ON MODELLING AND SIMULATION, 3rd International Conference ON MODELLING AND SIMULATION, Melbourne, pp. 481 - 486, presented at 3rd International Conference ON MODELLING AND SIMULATION, Melbourne
1997
Amin N; Sarker R; Karim NM; Ahmed M, 1995, 'Selection of Single Point Cemented Carbide Turning Tools Using Cost Minimization Criteria', in Selection of Single Point Cemented Carbide Turning Tools Using Cost Minimization Criteria, Advances in Material and Processing Technologies, Dublin City University, Ireland, pp. 1423 - 1430, presented at Advances in Material and Processing Technologies, Dublin City University, Ireland
1995
Nur MA; Sarker R; Islam M, 1992, 'Training for Technical Human Resource Development in Manufacturing Sector', in Training for Technical Human Resource Development in Manufacturing Sector, International Conference on Human Resources Development in Islamic Countries: Challenges of the 21st Century, Dhaka, pp. 121 - 130, presented at International Conference on Human Resources Development in Islamic Countries: Challenges of the 21st Century, Dhaka
1992
Zahir S; Sarker R, 1989, 'Simultaneous Determination of Wholesalers's EOQ and Production Lot-Size', in Simultaneous Determination of Wholesalers's EOQ and Production Lot-Size, 1989 International Industrial Engineering Conference, Toronto, Canada, pp. 713 - 718, presented at 1989 International Industrial Engineering Conference, Toronto, Canada
1989
Das B; Ahmed SU; Sarker R, 1989, 'LEARN: A Dynamic Computer Model for Learning Curves', in LEARN: A Dynamic Computer Model for Learning Curves, Xth International Conference on Production Research, Nottingham,UK, presented at Xth International Conference on Production Research, Nottingham,UK
1989
Conference Proceedings (Editor of)
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Namatame A; Tsujimura Y; Gen M; Mckay RI; Sarker R; Yao X, (eds.), 2000, '4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems', Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
2000
Mckay RI; Sarker R, (ed.), 1999, 'AJJW Proceedings', Canberra, presented at 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 23 November 1999 - 25 November 1999
1999
Edited Books
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Sarker R; Ray T, (ed.), 2010, Agent-Based Evolutionary Search, Springer, Hieidelberg, Germay, http://dx.doi.org/10.1007/978-3-642-13425-8
2010
Gen M; Green D; Katai O; Namatame A; Mckay RI; Sarker R; Zhang B, (eds.), 2009, Intelligent and Evolutionary Systems, Springer, Berlin /Heidelberg
2009
Begg R; Kamruzzaman J; Sarker R, 2006, Neural networks in healthcare: Potential and challenges, http://dx.doi.org/10.4018/978-1-59140-848-2
2006
Kamruzzaman J; Begg RK; Sarker RA, 2006, Artificial neural networks in finance and manufacturing, http://dx.doi.org/10.4018/978-1-59140-670-9
2006
Sarker R; Mohammadian M; Yao X, (eds.), 2002, Evolutionary Optimization, Kluwer Academic Publishers, Norwell, USA
2002
Sarker RA; Abbass HA; Newton C, 2002, Heuristics and optimization for knowledge discovery, IGI Global
2002
Abbass HA; Sarker R; Newton CS, (eds.), 2002, Data Mining: A Heuristic Approach, Idea Group Publishing, Hershey USA
2002
Abbass HA; Sarker RA; Newton CS, 2002, Data Mining: A Heuristic Approach, IGI Global
2002
Mckay RI; Sarker R; Yao X, (eds.), 2000, International Journal of Knowledge - Based Intelligent Engineering Systems, University of South Australia, Adelaide
2000
Journal articles
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Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A Novel Parametric benchmark generator for dynamic multimodal optimization', Swarm and Evolutionary Computation, vol. 65, pp. 100924 - 100924, http://dx.doi.org/10.1016/j.swevo.2021.100924
2021
Akl AM; Sarker RA; Essam DL, 2021, 'A Two-stage Simulation Assisted Differential Evolution Algorithm for Reliable Chance Constrained Programming with Minimum Risk Level', Applied Soft Computing, vol. 111, pp. 107637 - 107637, http://dx.doi.org/10.1016/j.asoc.2021.107637
2021
Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'A heredity-based adaptive variation operator for reinitialization in dynamic multi-objective problems', Applied Soft Computing, vol. 101, http://dx.doi.org/10.1016/j.asoc.2020.107027
2021
Hassanzadeh T; Essam D; Sarker R, 2021, '2D to 3D Evolutionary Deep Convolutional Neural Networks for Medical Image Segmentation', IEEE Transactions on Medical Imaging, vol. 40, pp. 712 - 721, http://dx.doi.org/10.1109/TMI.2020.3035555
2021
Mahmud F; Zaman F; Ahrari A; Sarker R; Essam D, 2021, 'Genetic Algorithm for Singular Resource Constrained Project Scheduling Problems', IEEE Access, vol. 9, pp. 131767 - 131779, http://dx.doi.org/10.1109/ACCESS.2021.3114702
2021
Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization', IEEE Transactions on Evolutionary Computation, vol. 25, pp. 463 - 477, http://dx.doi.org/10.1109/TEVC.2021.3051172
2021
Ahrari A; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations', IEEE Transactions on Evolutionary Computation, pp. 1 - 1, http://dx.doi.org/10.1109/TEVC.2021.3117116
2021
Rana MJ; Rahi KH; Ray T; Sarker R, 2021, 'An efficient optimization approach for flexibility provisioning in community microgrids with an incentive-based demand response scheme', Sustainable Cities and Society, vol. 74, pp. 103218 - 103218, http://dx.doi.org/10.1016/j.scs.2021.103218
2021
Elfeky EZ; Elsayed S; Marsh L; Essam D; Cochrane M; Sims B; Sarker R, 2021, 'A Systematic Review of Coevolution in Real-Time Strategy Games', IEEE Access, vol. 9, pp. 136647 - 136665, http://dx.doi.org/10.1109/ACCESS.2021.3115768
2021
Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 2021, 'Pro-Reactive Approach for Project Scheduling Under Unpredictable Disruptions', IEEE Transactions on Cybernetics, vol. PP, http://dx.doi.org/10.1109/TCYB.2021.3097312
2021
Ahrari A; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'Weighted pointwise prediction method for dynamic multiobjective optimization', Information Sciences, vol. 546, pp. 349 - 367, http://dx.doi.org/10.1016/j.ins.2020.08.015
2021
Zaman F; Elsayed S; Sarker R; Essam D; Coello Coello CA, 2021, 'An evolutionary approach for resource constrained project scheduling with uncertain changes', Computers and Operations Research, vol. 125, http://dx.doi.org/10.1016/j.cor.2020.105104
2021
Hassanzadeh T; Essam D; Sarker R, 2021, 'Evolutionary Deep Attention Convolutional Neural Networks for 2D and 3D Medical Image Segmentation', Journal of Digital Imaging, http://dx.doi.org/10.1007/s10278-021-00526-2
2021
Siswanto N; Kurniawati U; Latiffianti E; Rusdiansyah A; Sarker R, 2021, 'A Simulation study of sea transport based fertilizer product considering disruptive supply and congestion problems (vol 34, pg 269, 2018)', ASIAN JOURNAL OF SHIPPING AND LOGISTICS, vol. 37, pp. 210 - 210, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000653411200052&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2021
Harrison KR; Elsayed S; Garanovich IL; Weir T; Galister M; Boswell S; Taylor R; Sarker R, 2021, 'A Hybrid Multi-Population Approach to the Project Portfolio Selection and Scheduling Problem for Future Force Design', IEEE Access, vol. 9, pp. 83410 - 83430, http://dx.doi.org/10.1109/ACCESS.2021.3086070
2021
Rana MJ; Zaman F; Ray T; Sarker R, 2021, 'Real-time scheduling of community microgrid', Journal of Cleaner Production, vol. 286, pp. 125419 - 125419, http://dx.doi.org/10.1016/j.jclepro.2020.125419
2021
Haque M; Paul SK; Sarker R; Essam D, 2021, 'A combined approach for modeling multi-echelon multi-period decentralized supply chain', Annals of Operations Research, http://dx.doi.org/10.1007/s10479-021-04121-0
2021
Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2020, 'Landscape-assisted multi-operator differential evolution for solving constrained optimization problems', Expert Systems with Applications, vol. 162, http://dx.doi.org/10.1016/j.eswa.2019.113033
2020
Harrison KR; Elsayed S; Garanovich I; Weir T; Galister M; Boswell S; Taylor R; Sarker R, 2020, 'Portfolio Optimization for Defence Applications', IEEE Access, vol. 8, pp. 60152 - 60178, http://dx.doi.org/10.1109/ACCESS.2020.2983141
2020
Haque M; Paul SK; Sarker R; Essam D, 2020, 'Managing decentralized supply chain using bilevel with Nash game approach', Journal of Cleaner Production, vol. 266, http://dx.doi.org/10.1016/j.jclepro.2020.121865
2020
Rana MJ; Zaman F; Ray T; Sarker R, 2020, 'Heuristic enhanced evolutionary algorithm for community microgrid scheduling', IEEE Access, vol. 8, pp. 76500 - 76515, http://dx.doi.org/10.1109/ACCESS.2020.2989795
2020
Hamza N; Sarker R; Essam D, 2020, 'Sensitivity-Based Change Detection for Dynamic Constrained Optimization', IEEE Access, vol. 8, pp. 103900 - 103912, http://dx.doi.org/10.1109/ACCESS.2020.2999161
2020
Zaman F; Elsayed S; Sarker R; Essam D, 2020, 'Hybrid evolutionary algorithm for large-scale project scheduling problems', Computers and Industrial Engineering, vol. 146, http://dx.doi.org/10.1016/j.cie.2020.106567
2020
Zaman F; Elsayed SM; Sarker RA; Essam D, 2020, 'Resource Constrained Project Scheduling with Dynamic Disruption Recovery', IEEE Access, vol. 8, pp. 144866 - 144879, http://dx.doi.org/10.1109/ACCESS.2020.3014940
2020
Darom NAM; Hishamuddin H; Ramli R; Nopiah ZM; Sarker RA, 2020, 'Investigation of Disruption Management Practices and Environmental Impact on Malaysian Automotive Supply Chains: A Case Study Approach', JURNAL KEJURUTERAAN, vol. 32, pp. 341 - 348, http://dx.doi.org/10.17576/jkukm-2020-32(2)-19
2020
Elsayed S; Sarker R; Essam D; Coello Coello CA, 2020, 'Evolutionary approach for large-Scale mine scheduling', Information Sciences, vol. 523, pp. 77 - 90, http://dx.doi.org/10.1016/j.ins.2020.02.074
2020
Li K; Elsayed SM; Sarker R; Essam D, 2020, 'Landscape-based similarity check strategy for dynamic optimization problems', IEEE Access, vol. 8, pp. 178570 - 178586, http://dx.doi.org/10.1109/ACCESS.2020.3026339
2020
Samavati M; Essam D; Nehring M; Sarker R, 2020, 'Production planning and scheduling in mining scenarios under IPCC mining systems', Computers and Operations Research, vol. 115, http://dx.doi.org/10.1016/j.cor.2019.05.019
2020
Meselhi MA; Elsayed SM; Sarker RA; Essam DL, 2020, 'Contribution based co-evolutionary algorithm for large-scale optimization problems', IEEE Access, vol. 8, pp. 203369 - 203381, http://dx.doi.org/10.1109/ACCESS.2020.3036438
2020
Hassanzadeh T; Essam D; Sarker R, 2020, 'An Evolutionary DenseRes Deep Convolutional Neural Network for Medical Image Segmentation', IEEE Access, vol. 8, pp. 212298 - 212314, http://dx.doi.org/10.1109/ACCESS.2020.3039496
2020
Liu C; Zhao Q; Yan B; Elsayed S; Sarker R, 2019, 'Transfer learning-assisted multi-objective evolutionary clustering framework with decomposition for high-dimensional data', Information Sciences, vol. 505, pp. 440 - 456, http://dx.doi.org/10.1016/j.ins.2019.07.099
2019
Siswanto N; Wiratno SE; Rusdiansyah A; Sarker R, 2019, 'Maritime inventory routing problem with multiple time windows', Journal of Industrial and Management Optimization, vol. 15, pp. 1185 - 1211, http://dx.doi.org/10.3934/jimo.2018091
2019
Paul SK; Sarker R; Essam D; Lee PTW, 2019, 'A mathematical modelling approach for managing sudden disturbances in a three-tier manufacturing supply chain', Annals of Operations Research, vol. 280, pp. 299 - 335, http://dx.doi.org/10.1007/s10479-019-03251-w
2019
Akl AM; Sarker RA; Essam DL, 2019, 'Adaptive simulation budget allocation in Simulation assisted Differential Evolution algorithm', Applied Soft Computing Journal, vol. 83, http://dx.doi.org/10.1016/j.asoc.2019.105678
2019
Zaman F; Elsayed S; Sarker R; Essam D; Coello CAC, 2019, 'Multi-Method based algorithm for multi-objective problems under uncertainty', Information Sciences, vol. 481, pp. 81 - 109, http://dx.doi.org/10.1016/j.ins.2018.12.072
2019
Liu C; Zhao Q; Yan B; Elsayed S; Ray T; Sarker R, 2019, 'Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization', IEEE Transactions on Evolutionary Computation, vol. 23, pp. 247 - 257, http://dx.doi.org/10.1109/TEVC.2018.2848254
2019
Rahman HF; Sarker R; Essam D, 2018, 'Multiple-order permutation flow shop scheduling under process interruptions', International Journal of Advanced Manufacturing Technology, vol. 97, pp. 2781 - 2808, http://dx.doi.org/10.1007/s00170-018-2146-z
2018
Samavati M; Essam D; Nehring M; Sarker R, 2018, 'A new methodology for the open-pit mine production scheduling problem', Omega (United Kingdom), vol. 81, pp. 169 - 182, http://dx.doi.org/10.1016/j.omega.2017.10.008
2018
Paul SK; Sarker R; Essam D, 2018, 'A reactive mitigation approach for managing supply disruption in a three-tier supply chain', Journal of Intelligent Manufacturing, vol. 29, pp. 1581 - 1597, http://dx.doi.org/10.1007/s10845-016-1200-7
2018
Chakrabortty RK; Sarker RA; Essam DL, 2018, 'Single mode resource constrained project scheduling with unreliable resources', Operational Research, pp. 1 - 35, http://dx.doi.org/10.1007/s12351-018-0380-7
2018
Sarker R, 2018, 'Near-optimal heuristics for just-in-time jobs maximization in flow shop scheduling', Algorithms, vol. 11, http://dx.doi.org/10.3390/a11040043
2018
Siswanto N; Kurniawati U; Latiffianti E; Rusdiansyah A; Sarker R, 2018, 'A Simulation study of sea transport based fertilizer product considering disruptive supply and congestion problems', Asian Journal of Shipping and Logistics, vol. 34, pp. 269 - 278, http://dx.doi.org/10.1016/j.ajsl.2018.08.001
2018
Elsayed S; Sarker R; Coello CC; Ray T, 2018, 'Adaptation of operators and continuous control parameters in differential evolution for constrained optimization', Soft Computing, vol. 22, pp. 6595 - 6616, http://dx.doi.org/10.1007/s00500-017-2712-6
2018
Zaman F; Elsayed SM; Ray T; Sarker RA, 2018, 'Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets', IEEE Transactions on Evolutionary Computation, vol. 22, pp. 536 - 549, http://dx.doi.org/10.1109/TEVC.2017.2742502
2018
Elsayed S; Sarker R; Ray T; Coello CC, 2017, 'Consolidated optimization algorithm for resource-constrained project scheduling problems', Information Sciences, vol. 418-419, pp. 346 - 362, http://dx.doi.org/10.1016/j.ins.2017.08.023
2017
Sallam KM; Elsayed SM; Sarker RA; Essam DL, 2017, 'Landscape-based adaptive operator selection mechanism for differential evolution', Information Sciences, vol. 418-419, pp. 383 - 404, http://dx.doi.org/10.1016/j.ins.2017.08.028
2017
Elsayed S; Sarker R; Coello Coello CA, 2017, 'Fuzzy Rule-Based Design of Evolutionary Algorithm for Optimization', IEEE Transactions on Cybernetics, vol. 49, pp. 301 - 314, http://dx.doi.org/10.1109/TCYB.2017.2772849
2017
Paul SK; Sarker R; Essam D, 2017, 'A quantitative model for disruption mitigation in a supply chain', European Journal of Operational Research, vol. 257, pp. 881 - 895, http://dx.doi.org/10.1016/j.ejor.2016.08.035
2017
Sallam KM; Sarker RA; Essam DL, 2017, 'Reduced search space mechanism for solving constrained optimization problems', Engineering Applications of Artificial Intelligence, vol. 65, pp. 147 - 158, http://dx.doi.org/10.1016/j.engappai.2017.07.018
2017
AbdAllah AMFM; Essam DL; Sarker RA, 2017, 'On solving periodic re-optimization dynamic vehicle routing problems', Applied Soft Computing Journal, vol. 55, pp. 1 - 12, http://dx.doi.org/10.1016/j.asoc.2017.01.047
2017
Samavati M; Essam D; Nehring M; Sarker R, 2017, 'A local branching heuristic for the open pit mine production scheduling problem', European Journal of Operational Research, vol. 257, pp. 261 - 271, http://dx.doi.org/10.1016/j.ejor.2016.07.004
2017
Chakrabortty RK; Sarker RA; Essam DL, 2017, 'Resource constrained project scheduling with uncertain activity durations', Computers and Industrial Engineering, vol. 112, pp. 537 - 550, http://dx.doi.org/10.1016/j.cie.2016.12.040
2017
Rahman HF; Sarker R; Essam D, 2017, 'A genetic algorithm for permutation flowshop scheduling under practical make-to-order production system', Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM, vol. 31, pp. 87 - 103, http://dx.doi.org/10.1017/S0890060416000196
2017
Zaman F; Elsayed SM; Ray T; Sarker RA, 2017, 'Co-evolutionary approach for strategic bidding in competitive electricity markets', Applied Soft Computing Journal, vol. 51, pp. 1 - 22, http://dx.doi.org/10.1016/j.asoc.2016.11.049
2017
Elsayed S; Sarker R; Coello Coello CA, 2017, 'Sequence-Based Deterministic Initialization for Evolutionary Algorithms', IEEE Transactions on Cybernetics, vol. 47, pp. 2911 - 2923, http://dx.doi.org/10.1109/TCYB.2016.2630722
2017
Shafi K; Elsayed S; Sarker R; Ryan M, 2017, 'Scenario-based multi-period program optimization for capability-based planning using evolutionary algorithms', Applied Soft Computing Journal, vol. 56, pp. 717 - 729, http://dx.doi.org/10.1016/j.asoc.2016.07.009
2017
Samavati M; Essam D; Nehring M; Sarker R, 2017, 'A methodology for the large-scale multi-period precedence-constrained knapsack problem: an application in the mining industry', International Journal of Production Economics, vol. 193, pp. 12 - 20, http://dx.doi.org/10.1016/j.ijpe.2017.06.025
2017
Hamza NM; Essam DL; Sarker RA, 2016, 'Constraint Consensus Mutation-Based Differential Evolution for Constrained Optimization', IEEE Transactions on Evolutionary Computation, vol. 20, pp. 447 - 459, http://dx.doi.org/10.1109/TEVC.2015.2477402
2016
Chakrabortty RK; Sarker RA; Essam DL, 2016, 'Multi-mode resource constrained project scheduling under resource disruptions', Computers and Chemical Engineering, vol. 88, pp. 13 - 29, http://dx.doi.org/10.1016/j.compchemeng.2016.01.004
2016
Zaman MF; Elsayed ; Ray ; Sarker , 2016, 'Configuring two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems', Engineering Applications of Artificial Intelligence, vol. 53, pp. 105 - 125, http://dx.doi.org/10.1016/j.engappai.2016.04.001
2016
Zaman F; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary algorithms for power generation planning with uncertain renewable energy', Energy, vol. 112, pp. 408 - 419, http://dx.doi.org/10.1016/j.energy.2016.06.083
2016
Jha PC; Aggarwal S; Gupta A; Sarker R, 2016, 'Multi-criteria media mix decision model for advertising a single product with segment specific and mass media', Journal of Industrial and Management Optimization, vol. 12, pp. 1367 - 1389, http://dx.doi.org/10.3934/jimo.2016.12.1367
2016
Elsayed S; Sarker R, 2016, 'Differential evolution framework for big data optimization', Memetic Computing, vol. 8, pp. 17 - 33, http://dx.doi.org/10.1007/s12293-015-0174-x
2016
Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary Algorithms for Dynamic Economic Dispatch Problems', IEEE Transactions on Power Systems, vol. 31, pp. 1486 - 1495, http://dx.doi.org/10.1109/TPWRS.2015.2428714
2016
Paul SK; Sarker R; Essam D, 2016, 'Managing risk and disruption in production-inventory and supply chain systems: a review', Journal of Industrial and Management Optimization, vol. 12, pp. 1009 - 1029, http://dx.doi.org/10.3934/jimo.2016.12.1009
2016
Hishamuddin H; Sarker R; Essam D, 2016, 'An inventory recovery model for an economic lot sizing problem with disruption', Jurnal Teknologi, vol. 78, pp. 143 - 148, http://dx.doi.org/10.11113/jt.v78.9162
2016
Elsayed S; Sarker R; Essam D, 2015, 'Survey of Uses of Evolutionary Computation Algorithms and Swarm Intelligence for Network Intrusion Detection', International Journal of Computational Intelligence and Applications, vol. 14, http://dx.doi.org/10.1142/S146902681550025X
2015
Sarker R; Essam D; Hasan SMK; Karim ANM, 2015, 'Managing risk in production scheduling under uncertain disruption', Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM, vol. 30, pp. 289 - 299, http://dx.doi.org/10.1017/S0890060415000323
2015
Sarker R; Elsayed S, 2015, 'Evolutionary algorithm for analyzing higher degree research student recruitment and completion', Cogent Engineering, vol. 2, http://dx.doi.org/10.1080/23311916.2015.1063760
2015
Asafuddoula M; Ray T; Sarker R, 2015, 'An Improved Self-Adaptive Constraint Sequencing approach for constrained optimization problems', Applied Mathematics and Computation, vol. 253, pp. 23 - 39, http://dx.doi.org/10.1016/j.amc.2014.12.032
2015
Omar M; Sarker R, 2015, 'An optimal policy for a just-in-time integrated manufacturing system for time-varying demand process', Applied Mathematical Modelling, vol. 39, pp. 5327 - 5329, http://dx.doi.org/10.1016/j.apm.2015.03.041
2015
Paul SK; Sarker R; Essam D, 2015, 'A disruption recovery plan in a three-stage production-inventory system', Computers and Operations Research, vol. 57, pp. 60 - 72, http://dx.doi.org/10.1016/j.cor.2014.12.003
2015
Asafuddoula M; Ray T; Sarker R, 2015, 'A differential evolution algorithm with constraint sequencing: An efficient approach for problems with inequality constraints', Applied Soft Computing Journal, vol. 36, pp. 101 - 113, http://dx.doi.org/10.1016/j.asoc.2015.07.007
2015
Sayed E; Essam D; Sarker R; Elsayed S, 2015, 'Decomposition-based evolutionary algorithm for large scale constrained problems', Information Sciences, vol. 316, pp. 457 - 486, http://dx.doi.org/10.1016/j.ins.2014.10.035
2015
Abdesselam M; Karim ANM; Emrul Kays HM; Abdul Rahman M; Sarker RA, 2015, 'Formulation of an IP-Based Model for Reactive Flow-Shop Scheduling Problem Subject to Arrival of New Orders', Advanced Materials Research, vol. 1115, pp. 616 - 621, http://dx.doi.org/10.4028/www.scientific.net/amr.1115.616
2015
Elsayed SM; Sarker RA; Essam DL, 2015, 'Training and testing a self-adaptive multi-operator evolutionary algorithm for constrained optimization', Applied Soft Computing Journal, vol. 26, pp. 515 - 522, http://dx.doi.org/10.1016/j.asoc.2014.10.011
2015
Rahman HF; Sarker R; Essam D, 2015, 'A genetic algorithm for permutation flow shop scheduling under make to stock production system', Computers and Industrial Engineering, vol. 90, pp. 12 - 24, http://dx.doi.org/10.1016/j.cie.2015.08.006
2015
Hishamuddin H; Sarker R; Essam D, 2015, 'A recovery model for a supply chain system with multiple suppliers subject to supply disruption', Journal of Engineering Science and Technology, vol. 10, pp. 89 - 101
2015
Asafuddoula M; Ray T; Sarker R, 2015, 'A decomposition-based evolutionary algorithm for many objective optimization', IEEE Transactions on Evolutionary Computation, vol. 19, pp. 445 - 460, http://dx.doi.org/10.1109/TEVC.2014.2339823
2015
Chakrabortty RK; Hasin MAA; Sarker RA; Essam DL, 2015, 'A possibilistic environment based particle swarm optimization for aggregate production planning', Computers and Industrial Engineering, vol. 88, pp. 366 - 377, http://dx.doi.org/10.1016/j.cie.2015.07.021
2015
Rahman HF; Sarker R; Essam D, 2015, 'A real-time order acceptance and scheduling approach for permutation flow shop problems', European Journal of Operational Research, vol. 247, pp. 488 - 503, http://dx.doi.org/10.1016/j.ejor.2015.06.018
2015
Paul SK; Sarker R; Essam D, 2014, 'Managing disruption in an imperfect production-inventory system', Computers and Industrial Engineering, vol. 84, pp. 101 - 112, http://dx.doi.org/10.1016/j.cie.2014.09.013
2014
Li P; Guo S; Hu J; Sarker R, 2014, 'Lifetime optimization for reliable broadcast and multicast in wireless ad hoc networks', Wireless Communications and Mobile Computing, vol. 14, pp. 221 - 231, http://dx.doi.org/10.1002/wcm.1247
2014
Elsayed SM; Sarker RA; Mezura-Montes E, 2014, 'Self-adaptive mix of particle swarm methodologies for constrained optimization', Information Sciences, vol. 277, pp. 216 - 233, http://dx.doi.org/10.1016/j.ins.2014.01.051
2014
Sarker RA; Elsayed SM; Ray T, 2014, 'Differential evolution with dynamic parameters selection for optimization problems', IEEE Transactions on Evolutionary Computation, vol. 18, pp. 689 - 707, http://dx.doi.org/10.1109/TEVC.2013.2281528
2014
Paul SK; Sarker R; Essam D, 2014, 'Real time disruption management for a two-stage batch production–inventory system with reliability considerations', European Journal of Operational Research, vol. 237, pp. 113 - 128, http://dx.doi.org/10.1016/j.ejor.2014.02.005
2014
Elsayed SM; Sarker RA; Essam DL, 2014, 'A self-adaptive combined strategies algorithm for constrained optimization using differential evolution', Applied Mathematics and Computation, vol. 241, pp. 267 - 282, http://dx.doi.org/10.1016/j.amc.2014.05.018
2014
Hermadi I; Lokan C; Sarker R, 2014, 'Dynamic stopping criteria for search-based test data generation for path testing', Information and Software Technology, vol. 56, pp. 395 - 407, http://dx.doi.org/10.1016/j.infsof.2014.01.001
2014
Paul SK; Sarker R; Essam D, 2014, 'Managing Real-time Demand Fluctuation under a Supplier-Retailer Coordinated System', International Journal of Production Economics, vol. 158, pp. 231 - 243, http://dx.doi.org/10.1016/j.ijpe.2014.08.007
2014
Chakrabortty RK; Sarker R; Essam D, 2014, 'Event Based Approaches for Solving Multi-mode Resource Constraints Project Scheduling Problem', Lecture Notes in Computer Science, vol. 8838, pp. 375 - 386, http://dx.doi.org/10.1007/978-3-662-45237-0_35
2014
Hishamuddin H; Sarker RA; Essam D, 2014, 'A recovery mechanism for a two echelon supply chain system under supply disruption', Economic Modelling, vol. 38, pp. 555 - 563, http://dx.doi.org/10.1016/j.econmod.2014.02.004
2014
Abdallah AFM; Essam DL; Sarker RA, 2014, 'Solving dynamic optimisation problem with variable dimensions', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8886, pp. 1 - 12, http://dx.doi.org/10.1007/978-3-319-13563-2_1
2014
Rahman HF; Sarker R; Essam D, 2014, 'A real-time order acceptance and scheduling approach for permutation flow shop problems', European Journal of Operational Research, http://dx.doi.org/10.1016/j.ejor.2015.06.018
2014
Hamza NM; Sarker RA; Essam DL; Deb K; Elsayed SM, 2014, 'A constraint consensus memetic algorithm for solving constrained optimization problems', Engineering Optimization, vol. 46, pp. 1447 - 1464, http://dx.doi.org/10.1080/0305215X.2013.846336
2014
Elsayed SM; Sarker RA; Essam DL, 2014, 'A new genetic algorithm for solving optimization problems', Engineering Applications of Artificial Intelligence, vol. 27, pp. 57 - 69, http://dx.doi.org/10.1016/j.engappai.2013.09.013
2014
Asafuddoula M; Ray T; Sarker R, 2014, 'An adaptive hybrid differential evolution algorithm for single objective optimization', Applied Mathematics and Computation, vol. 231, pp. 601 - 618, http://dx.doi.org/10.1016/j.amc.2014.01.041
2014
Singh HK; Ray T; Sarker R, 2013, 'Optimum Oil Production Planning Using Infeasibility Driven Evolutionary Algorithm', Evolutionary Computation, vol. 21, pp. 65 - 82, http://dx.doi.org/10.1162/EVCO_a_00064
2013
Omar MK; Sarker R; Othman WAM, 2013, 'A just-in-time three-level integrated manufacturing system for linearly time-varying demand process', Applied Mathematical Modelling, vol. 37, pp. 1275 - 1281, http://dx.doi.org/10.1016/j.apm.2012.03.041
2013
Paul SK; Sarker R; Essam D, 2013, 'A Disruption Recovery Model in a Production-Inventory System with Demand Uncertainty and Process Reliability', Lecture Notes in Computer Science, vol. 8104, pp. 511 - 522, http://dx.doi.org/10.1007/978-3-642-40925-7_47
2013
Elsayed ; Sarker R; Essam D, 2013, 'An improved self-adaptive differential evolution algorithm for optimization problems', IEEE Transactions on Industrial Informatics, vol. 9, pp. 89 - 99, http://dx.doi.org/10.1109/TII.2012.2198658
2013
Hamza NM; Sarker RA; Essam DL, 2013, 'Differential evolution with multi-constraint consensus methods for constrained optimization', Journal of Global Optimization, vol. 57, pp. 583 - 611, http://dx.doi.org/10.1007/s10898-012-9987-z
2013
Paul SK; Azeem A; Sarker R; Essam D, 2013, 'Development of a production inventory model with uncertainty and reliability considerations', Optimization and Engineering, vol. 15, pp. 1 - 24, http://dx.doi.org/10.1007/s11081-013-9218-6
2013
Sarker R; Omar M; Omar M; Essam D, 2013, 'Hybrid Evolutionary Algorithm for Job Scheduling under Machine Maintenance', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), vol. 13, pp. 1440 - 1447, http://dx.doi.org/10.1016/j.asoc.2012.04.032
2013
Elsayed ; Sarker R; Essam D, 2013, 'Self-adaptive differential evolution incorporating a heuristic mixing of operators', Computational Optimization and Applications, vol. 54, pp. 771 - 790, http://dx.doi.org/10.1007/s10589-012-9493-8
2013
Elsayed SM; Sarker RA; Essam DL, 2013, 'Adaptive Configuration of evolutionary algorithms for constrained optimization', Applied Mathematics and Computation, vol. 222, pp. 680 - 711, http://dx.doi.org/10.1016/j.amc.2013.07.068
2013
Hishamuddin H; Sarker R; Essam D, 2013, 'A recovery model for a two-echelon serial supply chain with consideration of transportation disruption', Computers and Industrial Engineering, vol. 64, pp. 552 - 561, http://dx.doi.org/10.1016/j.cie.2012.11.012
2013
Asaf MA; Ray T; Sarker R, 2013, 'A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control', Evolutionary multi-criterion optimization : 7th International Conference, EMO 2013, Proceedings. LNCS v. 7811, vol. 7811, pp. 413 - 427, http://dx.doi.org/10.1007/978-3-642-37140-0_32
2013
Barkat Ullah AS; Sarker R; Lokan CJ, 2012, 'Handling equality constraints in evolutionary optimization', European Journal of Operational Research, vol. 221, pp. 480 - 490, http://dx.doi.org/10.1016/j.ejor.2012.01.047
2012
Zahir S; Al-mahmud Z; Sarker R, 2012, 'A DSS for Human Resettlement: Supporting Interactive Optimal Decisions', American Journal of Operations Research, vol. 2, pp. 322 - 330, http://dx.doi.org/10.4236/ajor.2012.23039
2012
Elsayed ; Sarker R; Essam D, 2012, 'On an Evolutionary Approach for Constrained Optimization Problem Solving', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), vol. 12, pp. 3208 - 3227, http://dx.doi.org/10.1016/j.asoc.2012.05.013
2012
Naznin F; Sarker R; Essam D, 2012, 'Progressive Alignment Method Using Genetic Algorithm for Multiple Sequence Alignment', IEEE Transactions on Evolutionary Computation, vol. 16, pp. 615 - 631, http://dx.doi.org/10.1109/TEVC.2011.2162849
2012
Hishamuddin H; Sarker R; Essam D, 2012, 'A Disruption Recovery Model for a Single Stage Production-Inventory System', European Journal of Operational Research, vol. 222, pp. 464 - 473, http://dx.doi.org/10.1016/j.bbr.2011.03.031
2012
Omar M; Sarker R, 2012, 'An optimal policy for a just-in-time integrated manufacturing system for time-varying demand process', Applied Mathematical Modelling, http://dx.doi.org/10.1016/j.apm.2015.03.041
2012
Asaf MA; Ray T; Sarker R, 2012, 'A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing', AI-2012: Advances in Artificial Intelligence. LNCS v. 7691, vol. 7691, pp. 182 - 193, http://dx.doi.org/10.1007/978-3-642-35101-3_16
2012
Sayed E; Essam D; Sarker R, 2012, 'Using hybrid dependency identification with a memetic algorithm for large scale optimization problems', Lecture Notes in Computer Science, vol. 7673, pp. 168 - 177, http://dx.doi.org/10.1007/978-3-642-34859-4_17
2012
Elsayed ; Sarker R; Essam D, 2012, 'The influence of the number of initial feasible solutions on the performance of an evolutionary optimization algorithm', Lecture Notes on Computer Science, vol. 7673, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-34859-4_1
2012
Sarker R; Kozan E, 2011, 'Modern Heuristc for Scheduling', Flexible Services and Manufacturing Journal, vol. 23, pp. 87 - 89, http://dx.doi.org/10.1007/s10696-011-9097-0
2011
Hsieh T-H; Chen J-JJ; Chen L-H; Chiang P-T; Lee H-Y, 2011, 'Time-course gait analysis of hemiparkinsonian rats following 6-hydroxydopamine lesion', Behavioural Brain Research, vol. 222, pp. 1 - 9, http://dx.doi.org/10.1016/j.bbr.2011.03.031
2011
Hasan SMK; Sarker R; Essam D, 2011, 'Genetic algorithm for job-shop scheduling with machine unavailability and breakdowns', International Journal of Production Research, vol. 49, pp. 4999 - 5015, http://dx.doi.org/10.1080/00207543.2010.495088
2011
Naznin F; Sarker R; Essam D, 2011, 'Vertical decomposition with Genetic Algorithm for Multiple Sequence Alignment', BMC bioinformatics, vol. 12:353, pp. 1 - 26, http://dx.doi.org/10.1186/1471-2105-12-353
2011
Whitacre JM; Sarker R; Pham QT, 2011, 'EFFECTS OF ADAPTIVE SOCIAL NETWORKS ON THE ROBUSTNESS OF EVOLUTIONARY ALGORITHMS', International Journal on Artificial Intelligence Tools, vol. 20, pp. 783 - 817, http://dx.doi.org/10.1142/S0218213011000322
2011
Sarker R; Zahir S, 2011, 'PLANNING RELOCATION OF PEOPLE FOR DEVELOPING SURFACE MINES IN DENSELY POPULATED AREAS: OPTIMIZATION OF MULTIPLE OBJECTIVES', Asia-Pacific Journal of Operational Research, vol. 28, pp. 563 - 583, http://dx.doi.org/10.1142/S0217595911003442
2011
Elsayed ; Sarker R; Essam D, 2011, 'Multi-operator based evolutionary algorithms for solving constrained optimization problems', Computers and Operations Research, vol. 38, pp. 1877 - 1896, http://dx.doi.org/10.1016/j.cor.2011.03.003
2011
Sarker R; Ray T, 2011, 'Agent-based evolutionary algorithms: Emerging paradigm or buzzwords?', ORMS Today, vol. 38, pp. 44 - 48, https://www.informs.org/ORMS-Today/Public-Articles/October-Volume-38-Number-5/Agent-based-evolutionary-algorithms-Emerging-paradigm-or-buzzwords
2011
Barkat Ullah AS; Sarker R; Lokan CJ, 2011, 'Handling Equality Constraints with Agent-based Memetic Algorithms', Memetic Computing, vol. 3, pp. 51 - 72, http://dx.doi.org/10.1007/s12293-010-0051-6
2011
Soliman O; Hassanien A; Ghali N; El-Bendary N; Sarker R, 2011, 'A Model-Based Decision Support Tool Using Fuzzy Optimization for Climate Change', Lecture Notes in Computer Science, vol. 6954 LNAI, pp. 388 - 393, http://dx.doi.org/10.1007/978-3-642-24425-4_51
2011
Hasan SMK; Sarker R; Essam D; Kaceem I, 2011, 'A DSS for job scheduling under process interruptions', Flexible Services and Manufacturing Journal, vol. 23, pp. 137 - 155, http://dx.doi.org/10.1007/s10696-011-9094-3
2011
Siswanto ; Essam D; Sarker R, 2011, 'Solving the ship inventory routing and scheduling problem with undedicated compartments', Computers and Industrial Engineering, vol. 61, pp. 289 - 299, http://dx.doi.org/10.1016/j.cie.2010.06.011
2011
Hasan E; Essam D; Sarker R, 2011, 'Large Scale Optimization based on self-directed Local Search', ASOR Bulletin, vol. 30, pp. 11 - 20
2011
Elsayed ; Sarker R; Essam D, 2010, 'A Three-Strategy Based Differential Evolution Algorithm for Constrained Optimization', Neural Information Processing. Theory and Algorithms, vol. 6443 LNCS, pp. 585 - 592, http://dx.doi.org/10.1007/978-3-642-17537-4_71
2010
Zahir S; Sarker R, 2010, 'Optimising multi-objective location decisions in a supply chain using an AHP-enhanced goal-programming model', International Journal of Logistics Systems and Management, vol. 6, pp. 249 - 266, http://dx.doi.org/10.1504/IJLSM.2010.03198
2010
Elsayed ; Sarker R; Essam D, 2010, 'A Comparative Study of Different Variants of Genetic Algorithms for Constrained Optimization', Simulated Evolution and Learning, vol. 6457 LNCS, pp. 177 - 186, http://dx.doi.org/10.1007/978-3-642-17298-4_18
2010
Zahir S; Sarker R, 2010, 'Optimising multi-objective location decisions in a supply chain using an AHP-enhanced goal-programming model', International Journal of Logistics Systems and Management, vol. 6, pp. 249 - 266, http://dx.doi.org/10.1504/IJLSM.2010.031980
2010
Whitacre JM; Sarker R; Pham Q, 2009, 'Making and breaking power laws in evolutionary algorithm population dynamics', Memetic Computing, vol. 1, pp. 125 - 137, http://dx.doi.org/10.1007/s12293-009-0009-8
2009
Sarker R; Ray T, 2009, 'An improved evolutionary algorithm for solving multi-objective crop planning models', Computers and Electronics in Agriculture, vol. 68, pp. 191 - 199, http://dx.doi.org/10.1016/j.compag.2009.06.002
2009
Hasan SM; Sarker R; Essam D; Cornforth DJ, 2009, 'Memetic algorithms for solving job-shop scheduling problems', Memetic Computing, vol. 1, pp. 69 - 83, http://dx.doi.org/10.1007/s12293-008-0004-5
2009
Barkat Ullah AS; Sarker R; Cornforth DJ; Lokan CJ, 2009, 'AMA: A new approach for solving constrained real-valued optimization problems', Soft Computing, vol. 13, pp. 741 - 762, http://dx.doi.org/10.1007/s00500-008-0349-1
2009
Zahir S; Sarker R; Al-mahmud Z, 2009, 'An Interactive DSS for Implementing Sustainable Relocation Strategies for Adaptation to Climate Change: A Multi-Objective Optimization Approach', International Journal of Mathematics in Operations Research, vol. 1, pp. 326 - 350, http://dx.doi.org/10.1504/IJMOR.2009.024289
2009
Ray T; Sarker R, 2008, 'EA for solving combined machine layout and job assignment problems', JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, vol. 4, pp. 631 - 646
2008
Sarker R; Zahir S, 2008, 'Supply Chain Expansion using AHP, ILP and Scenario-Planning', Journal of American Academy of Business, vol. 13, pp. 21 - 29
2008
Ray T; Sarker R, 2008, 'Evolutionary algorithms deliver promising results to gas lift optimization problems', World Oil, vol. 229, pp. 141 - 142
2008
El Feky EZ; Sarker R; Essam D, 2008, 'Task Decomposition for Optimization Problem Solving', LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, vol. 5361 LNAI, pp. 329 - 338, http://dx.doi.org/10.1007/978-3-540-89694-4_34
2008
Sarker R; Essam D; El Feky EZ, 2008, 'Analyzing the simple ranking and selection process for constrained evolutionary optimization', Journal of Computer Science and Technology, vol. 23, pp. 19 - 34, http://dx.doi.org/10.1007/s11390-008-9109-z
2008
Whitacre JM; Sarker R; Pham TQ, 2008, 'The self-organization of interaction networks for nature-inspired optimization', IEEE Transactions on Evolutionary Computation, vol. 12, pp. 220 - 230, http://dx.doi.org/10.1109/TEVC.2007.900327
2008
Bui VQ; Zhu W; Sarker R, 2007, 'Modelling Internet End-to-End Loss Behaviours: A Congestion Control Perspective', Journal of Computers (JCP), vol. 2, pp. 18 - 25, http://dx.doi.org/10.4304/jcp.2.8.18-25
2007
Ray T; Sarker R, 2007, 'Genetic algorithm for solving a gas lift optimization problem', Journal of Petroleum Science and Engineering, vol. 59, pp. 84 - 96, http://dx.doi.org/10.1016/j.petrol.2007.03.004
2007
Ullah B; Cornforth DJ; Sarker R, 2007, 'An Evolutionary Agent System for Mathematical Programming', 2nd International Symposium, ISICA 2007, vol. 4683 LNCS, pp. 187 - 196, http://dx.doi.org/10.1007/978-3-540-74581-5_20
2007
El Feky EZ; Sarker R; Essam D, 2006, 'A Simple Ranking and Selection for Constrained Evolutionary Optimization', Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, vol. 4247 LNCS, pp. 537 - 544, http://dx.doi.org/10.1007/11903697_68
2006
Yang A; Abbass HA; Sarker R, 2006, 'Characterizing Warfare in Red Teaming', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, vol. 36, pp. 268 - 285, http://dx.doi.org/10.1109/TSMCB.2005.855569
2006
Rao KSP; Vijayakumar A; Sarker RA, 2006, 'Annals of Operations Research: Foreword', Annals of Operations Research, vol. 143, pp. 19 - 20, http://dx.doi.org/10.1007/s10479-006-7368-z
2006
Sarker R; Maulloo AK; Rahman MK, 2005, 'An Evolutionary algorithm for solving a practical multi-modal problem: a case study', Complexity International: An electronic journal of complex systems research, vol. 11, pp. 162 - 170
2005
Jiang QS; Sarker R; Abbass HA, 2005, 'Tracking Moving Objects and the Non stationary Travelling Salesman Problem', Complexity International: An electronic journal of complex systems research, vol. 11, pp. 171 - 179
2005
Sarker R; Abbass HA, 2004, 'Differential Evolution for Solving Multi-objective Optimization Problems', Asia-Pacific Journal of Operational Research, vol. 21, pp. 225 - 240, http://dx.doi.org/10.1142/s0217595904000217
2004
Sarker R; Kamruzzaman J, 2004, 'Application of Support Vector Machine to Forex Monitoring', Denki Gakkai Ronbunshi. C, Denshi Joho Shisutemu Bumonshi, vol. 124, pp. 1944 - 1951, http://dx.doi.org/10.1541/ieejeiss.124.1944
2004
Sarker R; Kamruzzaman J, 2004, 'ANN-Based Forecasting of Foreign Currency Exchange Rates', Neural Information Processing - Letters and Reviews, vol. 3, pp. 49 - 58
2004
Sarker R; Namatame A, 2004, 'Solving Transshipment Problem using EA`s:How good are the solutions?', Denki Gakkai Ronbunshi. C, Denshi Joho Shisutemu Bumonshi, vol. 124, pp. 1964 - 1971, http://dx.doi.org/10.1541/ieejeiss.124.1964
2004
SARKER R; ABBASS HA, 2004, 'DIFFERENTIAL EVOLUTION FOR SOLVING MULTIOBJECTIVE OPTIMIZATION PROBLEMS', Asia-Pacific Journal of Operational Research, vol. 21, pp. 225 - 240
2004
Sarker R; Yao X, 2003, 'Simulated Annealing and Joint Manufacturing Batch-Sizing', Yugoslav Journal of Operations Research, vol. 13, pp. 245 - 259, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.4153
2003
Sarker R; Yao X, 2003, 'Simulated Annealing for Solving a Manufacturing Batch-Sizing Problem', International Journal of Operations and Quantitative Management, vol. 9, pp. 65 - 80, http://www.ijoqm.org/v9no1.htm
2003
Sarker R; Kamruzzaman J; Newton CS, 2003, 'Evolutionary Optimization (EvOpt): A Brief Review and Analysis', International Journal of Computational Intelligence and Applications, vol. 3, pp. 311 - 330, http://dx.doi.org/10.1142/S1469026803001051
2003
Sarker R; Mckay RI, 2003, 'Evolutionary Computation and Classification: Biologically Inspired Systems for Classification, Optimization and Modelling', International Journal of Knowledge-Based Intelligent Engineering Systems, vol. 7, pp. 113 - 114
2003
Sarker R; Kamruzzaman J, 2003, 'Comparing ANN Based Models with ARIMA for Prediction of Forex Rates', ASOR Bulletin, vol. 22, pp. 02 - 11, http://academic.research.microsoft.com/Paper/2859474.aspx
2003
Sarker R; Quaddus MA, 2002, 'Modelling a Nationwide Crop Planning Problem Using a Multiple Criteria Decision Making Tool', Computers & Industrial Engineering, vol. 42, pp. 541 - 553, http://dx.doi.org/10.1016/S0360-8352(02)00022-0
2002
Khan LR; Sarker R, 2002, 'An Optimal Batch Size for a JIT Manufacturing System', Computers & Industrial Engineering, vol. 42, pp. 127 - 136, http://dx.doi.org/10.1016/S0360-8352(02)00009-8
2002
Sarker R; Khan LR, 2002, 'A Reply to `Note on : An Optimal Batch Size for a Producion System Operating under Periodic Delivery System`', Computers & Industrial Engineering, vol. 44, pp. 193 - 195, http://dx.doi.org/10.1016/S0360-8352(02)00194-8
2002
Sarker R; Liang K; Newton CS, 2002, 'A New Multiobjective Evolutionary Algorithm', European Journal of Operational Research, vol. 140, pp. 12 - 23, http://dx.doi.org/10.1016/S0377-2217(01)00190-4
2002
Sarker R, 2002, 'Note on `An optimal batch size for a production system operating under periodic delivery policy`', International Journal of Production Economics, vol. 77, pp. 89 - 90, http://dx.doi.org/10.1016/S0925-5273(02)00105-6
2002
Sarker R, 2002, 'A Comparative Study of Different Penalty Function-Based Genetic Algorithms for Constrained Optimization', Australian Journal of Intelligent Information Processing Systems, vol. 7, pp. 55 - 60
2002
Abbass HA; Sarker R, 2002, 'The pareto differential evolution algorithm', International Journal on Artificial Intelligence Tools, vol. 11, pp. 531 - 552, http://dx.doi.org/10.1142/s0218213002001039
2002
Sarker R; Newton CS, 2002, 'Genetic Algorithm for Solving Economic Lot Size Scheduling Problem', Computers and Industrial Engineering, vol. 42, pp. 189 - 198, http://dx.doi.org/10.1016/S0360-8352(02)00027-X
2002
Sarker R; Runarsson T; Newton CS, 2001, 'An optimal batch size under a periodic delivery policy', International Journal of Systems Science, vol. 32, pp. 1089 - 1099, http://dx.doi.org/10.1080/00207720010015717
2001
Sarker R; Runarsson T; Newton CS, 2001, 'A constrained multiple raw materials manufacturing batch sizing problem', International Transactions in Operational Research, vol. 8, pp. 121 - 138, http://dx.doi.org/10.1111/1475-3995.00254
2001
Sarker R; Runarsson T; Newton CS, 2001, 'Genetic algorithms for solving a class of constrained nonlinear integer programs', International Transactions in Operational Research, vol. 8, pp. 61 - 74, http://dx.doi.org/10.1111/1475-3995.00006
2001
Sarker R; Newton CS, 2001, 'Solving A Multiple Objective Linear Program Using Simulated Annealing', Asia-Pacific Journal of Operational Research, vol. 18, pp. 109 - 120, http://findarticles.com/p/articles/mi_qa5473/is_200105/ai_n21475348/
2001
Sarker R, 2001, 'A Comparative Study of Different Penalty Function-Based Genetic Algorithms for Constrained Optimization', Australian Journal of Intelligent Information Processing Systems, vol. 7, pp. 58 - 63
2001
Runarsson T; Sarker R; Jonsson MT, 2000, 'Constrained Nonlinear Integer Programming, Self-Adaptation and Evolution Strategies', International Journal of Knowledge-Based Intelligent Engineering Systems, vol. 4, pp. 164 - 171, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.24.7965
2000
Sarker R, 2000, 'A Note on Production Capacity Planning and Control in Multi-Stage Munufacturing', Journal of the Operational Research Society, vol. 51, pp. 639 - 641, http://dx.doi.org/10.1057/palgrave.jors.2600922
2000
Sarker R; Haque A, 2000, 'Optimization of Maintenance and Spare Provisioning Policy Using Simulation', Applied Mathematical Modelling, vol. 24, pp. 751 - 760, http://dx.doi.org/10.1016/S0307-904X(00)00011-1
2000
Mckay RI; Sarker R; Yao X, 2000, 'Intelligent and Evolutionary Systems: An Introduction', International Journal of Knowledge-Based Intelligent Engineering Systems, vol. 4, pp. 141 - 142
2000
Sarker R; Quaddus MA, 1999, 'Modelling a Nationwide Crop Planning Problem Using Multiple Criteria Decision Making Tool', 26th International Conference on Computers and Industrial Engineering, vol. 42, pp. 541 - 553, http://dx.doi.org/10.1016/S0360-8352(02)00022-0
1999
Sarker R; Khan LR, 1999, 'Optimal batch size for a prodcution system operating under periodic delivery policy', Computers & Industrial Engineering, vol. 37, pp. 711 - 730, http://dx.doi.org/10.1016/S0360-8352(00)00006-1
1999
Sarker R; Runarsson T; Newton CS, 1999, 'Solving a Constrained Multi-product Manufacturing Batch Scheduling Problem via EC', Solving a Constrained Multi-product Manufacturing Batch Scheduling Problem via EC
1999
Rahman SS; Sarker R; Bignall RJ, 1999, 'Application of Multimedia Technology in Manufacturing: A Review', Computers in Industry, vol. 38, pp. 43 - 52, http://dx.doi.org/10.1016/S0166-3615(98)00107-9
1999
Amin N; Sarker R; Ahmed M; Karim NM, 1998, 'Selection of Cemented Carbide Turning Tools using EMF and Optimization Criteria', Journal of Materials Processing Technology, vol. 77, pp. 59 - 63, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000074300900010&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
1998
Nurul Amin AKM; Sarker RA; Ahmed M; Karim ANM, 1998, 'Selection of cemented carbide turning tools using EMF and optimization criteria', Journal of Materials Processing Technology, vol. 300, pp. 59 - 63, http://dx.doi.org/10.1016/s0924-0136(97)00394-4
1998
Sarker R; Talukder S; Haque A, 1997, 'Determination of Optimum Crop-Mix for Crop Cultivation in Bangladesh', Applied Mathematical Modelling, vol. 21, pp. 621 - 632, http://dx.doi.org/10.1016/S0307-904X(97)00083-8
1997
Sarker R; Gunn E, 1997, 'A Simple SLP Algorithm for Solving a Class of Nonlinear Programs', European Journal of Operational Research, vol. 101, pp. 140 - 154, http://dx.doi.org/10.1016/0377-2217(95)00127-1
1997
Sarker R; Gunn E, 1995, 'Determination of a Coal Preparation Strategy Using a Computer Based Enumeration Method', Indian Journal of Engineering and Materials Sciences, vol. 2, pp. 150 - 156, http://cat.inist.fr/?aModele=afficheN&cpsidt=2723725
1995
Sarker R; Karim NM; Haque A, 1995, 'An Optimum Batch Size for a Production System Operating Under a Continuous Supply/Demand', International Journal of Industrial Engineering - Theory Applications and Practice, vol. 2, pp. 189 - 198
1995
Sarker R; Gunn E, 1994, 'Coal Bank Scheduling Using a Mathematical Programming Model', Applied Mathematical Modelling, vol. 18, pp. 672 - 678, http://dx.doi.org/10.1016/0307-904X(94)90392-1
1994
ZAHIR S; SARKER R, 1991, 'JOINT ECONOMIC ORDERING POLICIES OF MULTIPLE WHOLESALERS AND A SINGLE MANUFACTURER WITH PRICE-DEPENDENT DEMAND-FUNCTIONS', JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, vol. 42, pp. 157 - 164, http://dx.doi.org/10.1057/jors.1991.27
1991
Zahir S; Sarker R, 1991, 'Joint Economic Ordering Policies of Multiple Wholesalers and a Single Manufacturer with Price-Dependent Demand Functions', The Journal of the Operational Research Society, vol. 42, pp. 157 - 157, http://dx.doi.org/10.2307/2583181
1991
Sarker R; Zahir S, 1989, 'A Computational Algorithm for LU Decomposition of a Sequence of Matrices that Differ Only in One or More Elements', ACM Signum Newsletter, vol. 24, pp. 8 - 15, http://dx.doi.org/10.1145/74654.74656
1989
Amin Sarker R; Anwarul Haque AFM, 1984, 'DEMAND FORECASTING OF SANITARYWARES.', Mechanical Engineering Research Bulletin (Dhaka), vol. 7, pp. 23 - 28
1984
Other
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Sarker R; Wah B, 2003, Evolutionary Optimization: Theory and Applications, Editorial of Special Issue, Imperial College Press
2003

ASOR Medal (2011) and Special Service Certificate (2009) awarded by Australian Society for Operations Research (ASOR).

    Prof. Sarker has successfully obtained significant external funding (more than $3.5m) for his research that includes the Australian Research Council, Defence Science and Technology (DST) Group and Industry. Few recently funded projects:

    • R. Sarker, D. Essam and C. Coello Coello (2021-24) Evolutionary Framework for High Dimensional Problems, ARC DP, $754K (the largest grant in 08 code in 2021 round); Special mention by DVC-R, UNSW
    • S. Elsayed, D. Essam and R. Sarker (2021-22) Co-evolutionary Computational Intelligence, DST, $196K.
    • R. Sarker and S. Elsayed (2021-22) Development of Portfolio Optimisation Heuristics, DST, $156K.
    • R. Sarker, D. Essam and C. Coello Coello (2019-22) Robust Evolutionary Analytics for Changing and Uncertain Environments, ARC DP, $568K.
    • R. Sarker and S. Elsayed (2019-21) Intelligent Algorithms for Portfolio Selection in Future Force Design, DST, $320K.

    • R. Sarker, D. Essam and C. Coello Coello (2017-19) Reactive Planning under Disruptions and Dynamic Changes, ARC DP, $361k (the only DP success from UNSW Canberra in 2017 round)
    • R. Sarker and C. Coello Coello (2015-17) Robust Configuration of Evolutionary Algorithms, ARC DP, $237k (the only DP success from SEIT in 2015 round)

    Prof. Sarker is interested in individual and industrial research collaboration, and consultancy in his areas of expertise.

    Decision analytics, operations research, applied optimization, and evolutionary optimization with applications to supply chain management, mine planning and scheduling, manufacturing planning and scheduling,  agriculture /crop planning, energy planning and power distribution, and defence (planning, and performance evaluation).

    Organisational units
    lensSchool of Engineering & Information Technology
    Sub Theme
    lensOptimization & Design