Volume 1 Abdul Halim, Abdul Hanif. creator author. aut http://id.loc.gov/vocabulary/relators/aut Das, Swagatam. author. aut http://id.loc.gov/vocabulary/relators/aut Ismail, Idris. author. aut http://id.loc.gov/vocabulary/relators/aut SpringerLink (Online service) text sz 2024 1st ed. 2024. monographic eng

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electronic resource

access XX, 312 p. 153 illus., 15 illus. in color. online resource. 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. Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven. by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail. Computational intelligence Artificial intelligence Computational Intelligence Artificial Intelligence Q342 9783031740138 https://doi.org/10.1007/978-3-031-74013-8 https://doi.org/10.1007/978-3-031-74013-8 241111 20251030113307.0 978-3-031-74013-8