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Into a deeper understanding of evolutionary computingexploration, exploitation, and parameter control.Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Into a deeper understanding of evolutionary computingby Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
其他題名:	exploration, exploitation, and parameter control.
作者:	Abdul Halim, Abdul Hanif.
其他作者:	Das, Swagatam.
出版者:	Cham :Springer Nature Switzerland :2024.
面頁冊數:	xx, 312 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Metaheuristics.
電子資源:	https://doi.org/10.1007/978-3-031-74013-8
ISBN:	9783031740138$q(electronic bk.)

Into a deeper understanding of evolutionary computingexploration, exploitation, and parameter control.Volume 1 /
Abdul Halim, Abdul Hanif.

Into a deeper understanding of evolutionary computingexploration, exploitation, and parameter control.Volume 1 /[electronic resource] :by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail. - Cham :Springer Nature Switzerland :2024. - xx, 312 p. :ill. (some col.), digital ;24 cm. - Emergence, complexity and computation,v. 502194-7295 ;. - Emergence, complexity and computation ;v.5..

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

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.

ISBN: 9783031740138$q(electronic bk.)

Standard No.: 10.1007/978-3-031-74013-8doiSubjects--Topical Terms:

757062
Metaheuristics.

LC Class. No.: QA76.9.A43

Dewey Class. No.: 005.13

Into a deeper understanding of evolutionary computingexploration, exploitation, and parameter control.Volume 1 /
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