02719nam 22005895 450 991090619230332120251113194610.09783031740138303174013010.1007/978-3-031-74013-8(CKB)36549185500041(MiAaPQ)EBC31776487(Au-PeEL)EBL31776487(OCoLC)1475020158(DE-He213)978-3-031-74013-8(EXLCZ)993654918550004120241111d2024 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierInto a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control Volume 1 /by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (330 pages)Emergence, Complexity and Computation,2194-7295 ;509783031740121 3031740122 Includes bibliographical references.Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.Emergence, Complexity and Computation,2194-7295 ;50Computational intelligenceArtificial intelligenceComputational IntelligenceArtificial IntelligenceComputational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.006.3823Abdul Halim Abdul Hanif1775450Das SwagatamIsmail IdrisMiAaPQMiAaPQMiAaPQBOOK9910906192303321Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control4465300UNINA