Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail

Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control (eBook, PDF)

Volume 1

• Format: PDF

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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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 312
• Erscheinungstermin: 11. November 2024
• Englisch
• ISBN-13: 9783031740138
• Artikelnr.: 72115748

Inhaltsangabe

Algorithm initialization categories and assessment.- Fundamental Tradeoffs between exploration and exploitation search mechanisms.- Distributions and Functions Driven.