02930nam 2200481 450 991048359760332120210303103224.03-030-58100-410.1007/978-3-030-58100-8(CKB)4100000011491449(MiAaPQ)EBC6367934(DE-He213)978-3-030-58100-8(PPN)25808832X(EXLCZ)99410000001149144920210303d2021 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMetaheuristic computation a performance perspective /Erik Cuevas, Primitivo Diaz, Octavio Camarena1st ed. 2021.Cham, Switzerland :Springer,[2021]©20211 online resource (XIV, 269 p. 93 illus., 31 illus. in color.) Intelligent Systems Reference Library ;Volume 1953-030-58099-7 Introductory concepts of metaheuristic computation -- Introductory concepts of metaheuristic computation -- A metaheuristic methodology based on fuzzy logic principles.This book is primarily intended for undergraduate and postgraduate students of Science, Electrical Engineering, or Computational Mathematics. Metaheuristic search methods are so numerous and varied in terms of design and potential applications; however, for such an abundant family of optimization techniques, there seems to be a question which needs to be answered: Which part of the design in a metaheuristic algorithm contributes more to its better performance? Several works that compare the performance among metaheuristic approaches have been reported in the literature. Nevertheless, they suffer from one of the following limitations: (A)Their conclusions are based on the performance of popular evolutionary approaches over a set of synthetic functions with exact solutions and well-known behaviors, without considering the application context or including recent developments. (B) Their conclusions consider only the comparison of their final results which cannot evaluate the nature of a good or bad balance between exploration and exploitation. The objective of this book is to compare the performance of various metaheuristic techniques when they are faced with complex optimization problems extracted from different engineering domains. The material has been compiled from a teaching perspective.Intelligent systems reference library ;Volume 195.Artificial intelligenceArtificial intelligence.006.3Cuevas Erik761169Diaz PrimitivoCamarena OctavioMiAaPQMiAaPQMiAaPQBOOK9910483597603321Metaheuristic computation2853734UNINA