Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
Volume 2
Springer Nature Switzerland
ISBN 978-3-031-75577-4
Standardpreis
Bibliografische Daten
eBook. PDF
2025
XVI, 320 p. 94 illus., 12 illus. in color..
In englischer Sprache
Umfang: 320 S.
Verlag: Springer Nature Switzerland
ISBN: 978-3-031-75577-4
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Emergence, Complexity and Computation
Produktbeschreibung
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.
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