03584nam 22006615 450 991025425820332120200701030713.03-319-28503-310.1007/978-3-319-28503-0(CKB)3710000000579345(SSID)ssj0001616609(PQKBManifestationID)16348190(PQKBTitleCode)TC0001616609(PQKBWorkID)14920327(PQKB)10507327(DE-He213)978-3-319-28503-0(MiAaPQ)EBC6285116(MiAaPQ)EBC5587926(Au-PeEL)EBL5587926(OCoLC)1066181158(PPN)191705780(EXLCZ)99371000000057934520160120d2016 u| 0engurnn|008mamaatxtccrAdvances of Evolutionary Computation: Methods and Operators /by Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XIV, 202 p. 48 illus., 43 illus. in color.) Studies in Computational Intelligence,1860-949X ;629Bibliographic Level Mode of Issuance: Monograph3-319-28502-5 Includes bibliographical references.Introduction -- A Swarm Global Optimization Algorithm Inspired in the Behavior of the Social-spider.-A States of Matter Algorithm for Global Optimization -- An Algorithm for Global Optimization Inspired by Collective Animal Behavior -- A Bio-inspired Evolutionary Algorithm: Allostatic Optimization -- Optimization Based on the Behavior of Locust Swarms. .The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the following themes: 1) Introduction, 2) the Social Spider Optimization (SSO), 3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB) algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search (LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE) method, 8) the multimodal CAB, 9) the constrained SSO method.Studies in Computational Intelligence,1860-949X ;629Computational intelligenceArtificial intelligenceComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.006.3823Cuevas Erikauthttp://id.loc.gov/vocabulary/relators/aut761169Díaz Cortés Margarita Arimateaauthttp://id.loc.gov/vocabulary/relators/autOliva Navarro Diego Albertoauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254258203321Advances of Evolutionary Computation: Methods and Operators2533454UNINA