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Into a deeper understanding of evolutionary computing = exploration, exploitation, and parameter control.. Volume 1 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Into a deeper understanding of evolutionary computing/ by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
Reminder of title:	exploration, exploitation, and parameter control.
Author:	Abdul Halim, Abdul Hanif.
other author:	Das, Swagatam.
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	xx, 312 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
Contained By:	Springer Nature eBook
Subject:	Metaheuristics. -
Online resource:	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

Into a deeper understanding of evolutionary computing = exploration, exploitation, and parameter control.. Volume 1 /
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245 1 0 $a Into a deeper understanding of evolutionary computing $h [electronic resource] : $b exploration, exploitation, and parameter control. $n Volume 1 / $c by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail.
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490 1 $a Emergence, complexity and computation, $x 2194-7295 ; $v v. 50
505 0 $a Algorithm initialization categories and assessment -- Fundamental Tradeoffs between exploration and exploitation search mechanisms -- Distributions and Functions Driven.
520 $a 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.
650 0 $a Metaheuristics. $3 2206834
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