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2017

García-Martínez, C; Gutiérrez, P D; Molina, D; Lozano, M; Herrera, F

Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis's weakness Journal Article

Soft Computing, 21 (19), pp. 5573–5583, 2017.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

2016

Lozano, M; Laguna, M; Martí, R; Rodríguez, F J; García-Martínez, C

A genetic algorithm for the minimum generating set problem Journal Article

Applied Soft Computing, 48 , pp. 254–264, 2016, ISSN: 15684946.

Abstract | Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Cano, A; García-Martínez, C

Optimización con 100 millones de variables reales sobre múltiples unidades de procesamiento gráfico Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 377–386, 2016.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics, Scalability

Ventura, S; Luna, J M

Pattern Mining with Evolutionary Algorithms Book

Springer, 2016, ISBN: 978-3-319-33857-6.

Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning

2012

Rodriguez, F J; García-Martínez, C; Lozano, M

Hybrid Metaheuristics Based on Evolutionary Algorithms and Simulated Annealing: Taxonomy, Comparison, and Synergy Test Journal Article

IEEE Transactions on Evolutionary Computation, 16 (6), pp. 787–800, 2012, ISSN: 1089-778X.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Lozano, M; Rodríguez-Díaz, F J

A simulated annealing method based on a specialised evolutionary algorithm Journal Article

Applied Soft Computing, 12 (2), pp. 573–588, 2012, ISSN: 15684946.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Rodríguez, F J; Lozano, M

Análisis Empírico del No Free Lunch en Problemas Binarios Reales Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12), pp. 111–116, 2012.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Rodriguez, F J; Lozano, M

Arbitrary function optimisation with metaheuristics: No free lunch and real-world problems: No free lunch and real-world problems Journal Article

Soft Computing, 16 (12), pp. 2115-2133, 2012.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M

Metaheurísticas Híbridas combinando algoritmos evolutivos y enfriamiento simulado: taxonomía y estudio comparativo y de sinergia Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12), pp. 243–250, 2012.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

2011

García-Martínez, C; Rodríguez, F J; Lozano, M

Analysing the significance of no free lunch theorems on the set of real-world binary problems Inproceedings

International Conference on Intelligent Systems Design and Applications (ISDA'11), pp. 344–349, 2011.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

2010

García-Martínez, C; Lozano, M

Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics Journal Article

Soft Computing, 14 (10), pp. 1117–1139, 2010, ISSN: 1432-7643.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Lozano, M; García-Martínez, C

Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report Journal Article

Computers & Operations Research, 37 (3), pp. 481–497, 2010, ISSN: 03050548.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Molina, D; Lozano, M; García-Martínez, C; Herrera, F

Memetic Algorithms for Continuous Optimisation Based on Local Search Chains Journal Article

Evolutionary Computation, 18 (1), pp. 27–63, 2010, ISSN: 1063-6560.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Lima, C; Twycross, J; Krasnogor, N; Lozano, M

P System Model Optimisation by Means of Evolutionary Based Search Algorithms Inproceedings

Genetic and Evolutionary Computation Conference (GECCO'10), pp. 187–194, 2010.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Molina, D; García-Martínez, C; Lozano, M

Web temática sobre algoritmos evolutivos y otras metaheurísticas Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'10), pp. 311–317, 2010.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M

A GA-based Multiple Simulated Annealing Inproceedings

IEEE Congress on Evolutionary Computation, pp. 195–201, 2010.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M

Un Modelo de Enfriamiento Simulado Basado en Algoritmos Evolutivos Especializados Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'10), pp. 727–734, 2010.

BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

2009

García-Martínez, C; Lozano, M

Continuous variable neighbourhood search algorithm based on evolutionary metaheuristic components: a scalability test Inproceedings

International Conference on Intelligent Systems Design and Applications (ISDA'09), pp. 1074–1079, 2009.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics, Scalability

García-Martínez, C; Lozano, M

A continuous variable neighbourhood search based on specialised EAs: application to the noisy BBO-benchmark 2009 testbed Inproceedings

Genetic and Evolutionary Computation Conference (GECCO'09), pp. 2367–2374, 2009.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Lozano, M

Simulated annealing based on local genetic search Inproceedings

IEEE Congress on Evolutionary Computation, pp. 2569–2576, 2009.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

García-Martínez, C; Lozano, M

Evaluación de metaheurísticas basadas en un algoritmo genético local Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'09), pp. 215–222, 2009.

BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

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