Journal articles

Antonio LM; Berenguer JAM; Coello CAC, 2018, 'Evolutionary many-objective optimization based on linear assignment problem transformations', Soft Computing, vol. 22, pp. 5491 - 5512, http://dx.doi.org/10.1007/s00500-018-3164-3

Wang FY; Wei Q; Tang K; Coello Coello CA, 2018, 'IEEE Transactions on Evolutionary Computation Special Issue on Parallel Evolution for Large Scale Optimization', IEEE Transactions on Evolutionary Computation, vol. 22, pp. 633, http://dx.doi.org/10.1109/TEVC.2018.2843661

Picek S; Coello CAC; Jakobovic D; Mentens N, 2018, 'Finding short and implementation-friendly addition chains with evolutionary algorithms', Journal of Heuristics, vol. 24, pp. 457 - 481, http://dx.doi.org/10.1007/s10732-017-9340-2

Bechikh S; Coello Coello CA, 2018, 'Advances in Evolutionary Multi-objective Optimization', Swarm and Evolutionary Computation, vol. 40, pp. 155 - 157, http://dx.doi.org/10.1016/j.swevo.2018.04.012

Rosales-Pérez A; Terashima-Marin H; García S; Herrera F; Coello CAC, 2018, 'MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines', IEEE Computational Intelligence Magazine, vol. 13, pp. 18 - 29, http://dx.doi.org/10.1109/MCI.2018.2806997

Amaya I; Ortiz-Bayliss JC; Rosales-Pérez A; Gutiérrez-Rodríguez AE; Conant-Pablos SE; Terashima-Marín H; Coello CAC, 2018, 'Enhancing Selection Hyper-Heuristics via Feature Transformations', IEEE Computational Intelligence Magazine, vol. 13, pp. 30 - 41, http://dx.doi.org/10.1109/MCI.2018.2807018

Lin Q; Ma Y; Chen J; Zhu Q; Coello CAC; Wong KC; Chen F, 2018, 'An adaptive immune-inspired multi-objective algorithm with multiple differential evolution strategies', Information Sciences, vol. 430-431, pp. 46 - 64, http://dx.doi.org/10.1016/j.ins.2017.11.030

Lin Q; Liu S; Zhu Q; Tang C; Song R; Chen J; Coello CAC; Wong KC; Zhang J, 2018, 'Particle Swarm Optimization with a Balanceable Fitness Estimation for Many-Objective Optimization Problems', IEEE Transactions on Evolutionary Computation, vol. 22, pp. 32 - 46, http://dx.doi.org/10.1109/TEVC.2016.2631279

Lin Q; Wang X; Hu B; Ma L; Chen F; Li J; Coello Coello CA, 2018, 'Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation', Complexity, vol. 2018, http://dx.doi.org/10.1155/2018/1716352

Rosales-Pérez A; García S; Gonzalez JA; Coello Coello CA; Herrera F, 2017, 'An evolutionary multiobjective model and instance selection for support vector machines with pareto-based ensembles', IEEE Transactions on Evolutionary Computation, vol. 21, pp. 863 - 877, http://dx.doi.org/10.1109/TEVC.2017.2688863

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

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

Díaz-Manríquez A; Toscano G; Coello Coello CA, 2017, 'Comparison of metamodeling techniques in evolutionary algorithms', Soft Computing, vol. 21, pp. 5647 - 5663, http://dx.doi.org/10.1007/s00500-016-2140-z

Zhu Q; Lin Q; Chen W; Wong KC; Coello Coello CA; Li J; Chen J; Zhang J, 2017, 'An External Archive-Guided Multiobjective Particle Swarm Optimization Algorithm', IEEE Transactions on Cybernetics, vol. 47, pp. 2794 - 2808, http://dx.doi.org/10.1109/TCYB.2017.2710133

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

Coello Coello CA; Cutello V; Lee D; Pavone M, 2017, 'Recent advances in immunological inspired computation', Engineering Applications of Artificial Intelligence, vol. 62, pp. 302 - 303, http://dx.doi.org/10.1016/j.engappai.2017.05.002

Falcón-Cardona JG; Coello Coello CA, 2017, 'A new indicator-based many-objective ant colony optimizer for continuous search spaces', Swarm Intelligence, vol. 11, pp. 71 - 100, http://dx.doi.org/10.1007/s11721-017-0133-x

Menchaca-Mendez A; Coello Coello CA, 2017, 'An alternative hypervolume-based selection mechanism for multi-objective evolutionary algorithms', Soft Computing, vol. 21, pp. 861 - 884, http://dx.doi.org/10.1007/s00500-015-1819-x

Kukkonen S; Coello Coello CA, 2017, 'Generalized differential evolution for numerical and evolutionary optimization', Studies in Computational Intelligence, vol. 663, pp. 253 - 279, http://dx.doi.org/10.1007/978-3-319-44003-3_11

Cruz-Reyes L; Fernandez E; Sanchez P; Coello Coello CA; Gomez C, 2017, 'Incorporation of implicit decision-maker preferences in multi-objective evolutionary optimization using a multi-criteria classification method', Applied Soft Computing Journal, vol. 50, pp. 48 - 57, http://dx.doi.org/10.1016/j.asoc.2016.10.037

Segura C; Coello Coello CA; Segredo E; Aguirre AH, 2016, 'A Novel Diversity-Based Replacement Strategy for Evolutionary Algorithms', IEEE Transactions on Cybernetics, vol. 46, pp. 3233 - 3246, http://dx.doi.org/10.1109/TCYB.2015.2501726

Lin Q; Chen J; Zhan ZH; Chen WN; Coello CAC; Yin Y; Lin CM; Zhang J, 2016, 'A hybrid evolutionary immune algorithm for multiobjective optimization problems', IEEE Transactions on Evolutionary Computation, vol. 20, pp. 711 - 729, http://dx.doi.org/10.1109/TEVC.2015.2512930

Segura C; Coello CAC; Miranda G; León C, 2016, 'Using multi-objective evolutionary algorithms for single-objective constrained and unconstrained optimization', Annals of Operations Research, vol. 240, pp. 217 - 250, http://dx.doi.org/10.1007/s10479-015-2017-z

Lin Q; Liu Z; Yan Q; Du Z; Coello CAC; Liang Z; Wang W; Chen J, 2016, 'Adaptive composite operator selection and parameter control for multiobjective evolutionary algorithm', Information Sciences, vol. 339, pp. 332 - 352, http://dx.doi.org/10.1016/j.ins.2015.12.022

Schütze O; Martín A; Lara A; Alvarado S; Salinas E; Coello CAC, 2016, 'The directed search method for multi-objective memetic algorithms', Computational Optimization and Applications, vol. 63, pp. 305 - 332, http://dx.doi.org/10.1007/s10589-015-9774-0

Zavala G; Nebro AJ; Luna F; Coello Coello CA, 2016, 'Structural design using multi-objective metaheuristics. Comparative study and application to a real-world problem', Structural and Multidisciplinary Optimization, vol. 53, pp. 545 - 566, http://dx.doi.org/10.1007/s00158-015-1291-3

Menchaca-Mendez A; Coello Coello CA, 2016, 'Selection mechanisms based on the maximin fitness function to solve multi-objective optimization problems', Information Sciences, vol. 332, pp. 131 - 152, http://dx.doi.org/10.1016/j.ins.2015.11.008

Zapotecas-Martínez S; Coello CAC, 2016, 'MONSS: A multi-objective nonlinear simplex search approach', Engineering Optimization, vol. 48, pp. 16 - 38, http://dx.doi.org/10.1080/0305215X.2014.992889

Barrera J; �lvarez-Bajo O; Flores JJ; Coello CAC, 2016, 'Limiting the velocity in the particle swarm optimization algorithm', Computacion y Sistemas, vol. 20, pp. 635 - 645, http://dx.doi.org/10.13053/CyS-20-4-2505

Rosales-Pérez A; Gonzalez JA; Coello Coello CA; Escalante HJ; Reyes-Garcia CA, 2015, 'Surrogate-assisted multi-objective model selection for support vector machines', Neurocomputing, vol. 150, pp. 163 - 172, http://dx.doi.org/10.1016/j.neucom.2014.08.075

Aragón VS; Esquivel SC; Coello Coello CA, 2015, 'An immune algorithm with power redistribution for solving economic dispatch problems', Information Sciences, vol. 295, pp. 609 - 632, http://dx.doi.org/10.1016/j.ins.2014.10.026

Segura C; Coello Coello CA; Hernández-Díaz AG, 2015, 'Improving the vector generation strategy of Differential Evolution for large-scale optimization', Information Sciences, vol. 323, pp. 106 - 129, http://dx.doi.org/10.1016/j.ins.2015.06.029

Coello CAC; Franco G; Krasnogor N; Pavone M, 2015, 'Algorithms and models for complex natural systems', Natural Computing, vol. 14, pp. 339 - 340, http://dx.doi.org/10.1007/s11047-015-9498-1

Rosales-Pérez A; Gonzalez JA; Coello Coello CA; Escalante HJ; Reyes-Garcia CA, 2014, 'Multi-objective model type selection', Neurocomputing, vol. 146, pp. 83 - 94, http://dx.doi.org/10.1016/j.neucom.2014.05.077

López-Jaimes A; Coello Coello CA, 2014, 'Including preferences into a multiobjective evolutionary algorithm to deal with many-objective engineering optimization problems', Information Sciences, vol. 277, pp. 1 - 20, http://dx.doi.org/10.1016/j.ins.2014.04.023

López Jaimes A; Coello Coello CA; Aguirre H; Tanaka K, 2014, 'Objective space partitioning using conflict information for solving many-objective problems', Information Sciences, vol. 268, pp. 305 - 327, http://dx.doi.org/10.1016/j.ins.2014.02.002

Mukhopadhyay A; Maulik U; Bandyopadhyay S; Coello CAC, 2014, 'A survey of multiobjective evolutionary algorithms for data mining: Part i', IEEE Transactions on Evolutionary Computation, vol. 18, pp. 4 - 19, http://dx.doi.org/10.1109/TEVC.2013.2290086

Mukhopadhyay A; Maulik U; Bandyopadhyay S; Coello CAC, 2014, 'Survey of multiobjective evolutionary algorithms for data mining: Part II', IEEE Transactions on Evolutionary Computation, vol. 18, pp. 20 - 35, http://dx.doi.org/10.1109/TEVC.2013.2290082

Medina MA; Ramirez JM; Coello CA; Das S, 2014, 'Use of a multi-objective teaching-learning algorithm for reduction of power losses in a power test system', DYNA (Colombia), vol. 81, pp. 196 - 203, http://dx.doi.org/10.15446/dyna.v81n185.38309

Zavala GR; Nebro AJ; Luna F; Coello Coello CA, 2014, 'A survey of multi-objective metaheuristics applied to structural optimization', Structural and Multidisciplinary Optimization, vol. 49, pp. 537 - 558, http://dx.doi.org/10.1007/s00158-013-0996-4

Alberto I; Coello Coello CA; Mateo PM, 2014, 'A comparative study of variation operators used for evolutionary multi-objective optimization', Information Sciences, vol. 273, pp. 33 - 48, http://dx.doi.org/10.1016/j.ins.2014.03.042

Medina MA; Das S; Coello Coello CA; Ramírez JM, 2014, 'Decomposition-based modern metaheuristic algorithms for multi-objective optimal power flow - A comparative study', Engineering Applications of Artificial Intelligence, vol. 32, pp. 10 - 20, http://dx.doi.org/10.1016/j.engappai.2014.01.016

Segura C; Coello Coello CA; Segredo E; León C, 2014, 'On the adaptation of the mutation scale factor in differential evolution', Optimization Letters, vol. 9, pp. 189 - 198, http://dx.doi.org/10.1007/s11590-014-0723-0

Menchaca-Mendez A; Coello Coello CA, 2014, 'MH-MOEA: A new multi-objective evolutionary algorithm based on the maximin fitness function and the hypervolume indicator', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8672, pp. 652 - 661, http://dx.doi.org/10.1007/978-3-319-10762-2_64

Martínez SZ; Sosa Hernández VA; Aguirre H; Tanaka K; Coello Coello CA, 2014, 'Using a family of curves to approximate the pareto front of a multi-objective optimization problem', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8672, pp. 682 - 691

Bandyopadhyay S; Maulik U; Coello CAC; Pedrycz W, 2014, 'Guest editorial: Special issue on advances in multiobjective evolutionary algorithms for data mining', IEEE Transactions on Evolutionary Computation, vol. 18, pp. 1 - 3, http://dx.doi.org/10.1109/TEVC.2013.2292181

Menchaca-Mendez A; Montero E; Riff MC; Coello CAC, 2014, 'A more efficient selection sche in iSMS-EMOA', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8864, pp. 371 - 380, http://dx.doi.org/10.1007/978-3-319-12027-0_30

Luna F; Zavala GR; Nebro AJ; Durillo JJ; Coello CAC, 2014, 'Distributed multi-objective metaheuristics for real-world structural optimization problems', Computer Journal, vol. 59, http://dx.doi.org/10.1093/comjnl/bxu082

Medina MA; Coello Coello CA; Ramirez JM, 2013, 'Reactive power handling by a multi-objective teaching learning optimizer based on decomposition', IEEE Transactions on Power Systems, vol. 28, pp. 3629 - 3637, http://dx.doi.org/10.1109/TPWRS.2013.2272196

Ponsich A; Jaimes AL; Coello CAC, 2013, 'A survey on multiobjective evolutionary algorithms for the solution of the portfolio optimization problem and other finance and economics applications', IEEE Transactions on Evolutionary Computation, vol. 17, pp. 321 - 344, http://dx.doi.org/10.1109/TEVC.2012.2196800

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