TY - BOOK AU - Abdul Halim,Abdul Hanif AU - Das,Swagatam AU - Ismail,Idris ED - SpringerLink (Online service) TI - Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control: Volume 1 T2 - Emergence, Complexity and Computation, SN - 9783031740138 AV - Q342 U1 - 006.3 23 PY - 2024/// CY - Cham PB - Springer Nature Switzerland, Imprint: Springer KW - Computational intelligence KW - Artificial intelligence KW - Computational Intelligence KW - Artificial Intelligence N1 - Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven N2 - 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 UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-74013-8 ER -