Into a Deeper Understanding of Evolutionary Computing, Volume 1
Into a Deeper Understanding of Evolutionary Computing:
Exploration, Exploitation, and Parameter Control: Volume 1
English | 2024 | ISBN: 3031740122 | 332 Pages | PDF EPUB (True) | 43 MB
Exploration, Exploitation, and Parameter Control: Volume 1
English | 2024 | ISBN: 3031740122 | 332 Pages | PDF EPUB (True) | 43 MB
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes essential for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages and processes, offering a comprehensive discussion of various approaches supported by extensive literature.