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Into a deeper understanding of evolutionary computing = exploration, 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 computing/ by 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.
內容註:	Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
Contained By:	Springer Nature eBook
標題:	Metaheuristics. -
電子資源:	https://doi.org/10.1007/978-3-031-74013-8
ISBN:	9783031740138

Into a deeper understanding of evolutionary computing = exploration, 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. 50..

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

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

2206834
Metaheuristics.

LC Class. No.: QA76.9.A43

Dewey Class. No.: 005.13

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