03519nam 22006015 450 991025435470332120200630033108.03-319-51109-210.1007/978-3-319-51109-2(CKB)3710000001006458(DE-He213)978-3-319-51109-2(MiAaPQ)EBC5576469(MiAaPQ)EBC6306849(Au-PeEL)EBL5576469(OCoLC)1066198229(Au-PeEL)EBL6306849(OCoLC)1193120242(PPN)197455522(EXLCZ)99371000000100645820161228d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierEvolutionary Computation Techniques: A Comparative Perspective /by Erik Cuevas, Valentín Osuna, Diego Oliva1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XV, 222 p. 74 illus., 33 illus. in color.) Studies in Computational Intelligence,1860-949X ;6863-319-51108-4 Preface -- Introduction -- Multilevel segmentation in digital images -- Multi-Circle detection on images -- Template matching -- Motion estimation -- Photovoltaic cell design -- Parameter identification of induction motors -- White blood cells Detection in images -- Estimation of view transformations in images -- Filter Design.This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains. Particularly focusing on recently developed algorithms, it is designed so that each chapter can be read independently. Several comparisons among EC techniques have been reported in the literature, however, they all suffer from one limitation: 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. In each chapter, a complex engineering optimization problem is posed, and then a particular EC technique is presented as the best choice, according to its search characteristics. Lastly, a set of experiments is conducted in order to compare its performance to other popular EC methods.Studies in Computational Intelligence,1860-949X ;686Computational 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.006.3Cuevas Erikauthttp://id.loc.gov/vocabulary/relators/aut761169Osuna Valentínauthttp://id.loc.gov/vocabulary/relators/autOliva Diegoauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254354703321Evolutionary Computation Techniques: A Comparative Perspective1897190UNINA