Placeholder text

Go to cart

Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control

By Abdul Halim, Abdul Hanif

Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control

By Abdul Halim, Abdul Hanif

0 - Default Title
Description
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.
The authors note a scarcity of literature addressing the trade-offs between exploration and exploitation with contemporary references, making this work particularly valuable. It aims to deepen the reader's understanding of evolutionary computing, emphasizing exploration, exploitation, and parameter control. It is relevant not only to algorithm developers and the evolutionary computation community but also to students and researchers across scientific disciplines. The book is designed to be accessible to those without extensive algorithm development backgrounds, providing theoretical and practical insights into optimization methods.
Product details
Binding:
Paperback
Number of Pages:
332
Release Date:
2025-11-13
Publication Date:
2025-11-13
Publisher:
Springer
Languages:
Original: English
ISBN10:
3031740157
ISBN13:
9783031740152
GPSR Manufacturer Reference:
[email protected]
Weight:
565 g
Height:
155 cm
Width:
235 cm
Thickness:
17 cm
Buy on Amazon
Currently sold out