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Metaheuristicsoutlines, MATLAB codes...

Bakhshpoori, Taha.

Metaheuristicsoutlines, MATLAB codes and examples /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Metaheuristicsby Ali Kaveh, Taha Bakhshpoori.
Reminder of title:	outlines, MATLAB codes and examples /
Author:	Kaveh, Ali.
other author:	Bakhshpoori, Taha.
Published:	Cham :Springer International Publishing :2019.
Description:	xii, 190 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Metaheuristics.
Online resource:	https://doi.org/10.1007/978-3-030-04067-3
ISBN:	9783030040673$q(electronic bk.)

Metaheuristicsoutlines, MATLAB codes and examples /
Kaveh, Ali.

Metaheuristicsoutlines, MATLAB codes and examples /[electronic resource] :by Ali Kaveh, Taha Bakhshpoori. - Cham :Springer International Publishing :2019. - xii, 190 p. :ill., digital ;24 cm.

Introduction -- Preliminaries and frameworks -- Artificial bee colony algorithm -- Big bang big crunch algorithm -- Teaching Learning Based Optimization Algorithm -- Imperialist Competitive Algorithm -- Cuckoo search -- Charged system search Algorithm -- Ray Optimization Algorithm -- Colliding Bodies Optimization Algorithm -- Tug-of-war optimization Algorithm -- Water Evaporation Optimization Algorithm -- Vibrating particles system algorithm -- Cyclical parthenogenesis algorithm -- Thermal exchange optimizaton algorithm.

The book presents eight well-known and often used algorithms besides nine newly developed algorithms by the first author and his students in a practical implementation framework. Matlab codes and some benchmark structural optimization problems are provided. The aim is to provide an efficient context for experienced researchers or readers not familiar with theory, applications and computational developments of the considered metaheuristics. The information will also be of interest to readers interested in application of metaheuristics for hard optimization, comparing conceptually different metaheuristics and designing new metaheuristics.

ISBN: 9783030040673$q(electronic bk.)

Standard No.: 10.1007/978-3-030-04067-3doiSubjects--Topical Terms:

757062
Metaheuristics.

LC Class. No.: T57.84 / .K384 2019

Dewey Class. No.: 006.3

Metaheuristicsoutlines, MATLAB codes and examples /
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245 1 0 $a Metaheuristics $h [electronic resource] : $b outlines, MATLAB codes and examples / $c by Ali Kaveh, Taha Bakhshpoori.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a xii, 190 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Preliminaries and frameworks -- Artificial bee colony algorithm -- Big bang big crunch algorithm -- Teaching Learning Based Optimization Algorithm -- Imperialist Competitive Algorithm -- Cuckoo search -- Charged system search Algorithm -- Ray Optimization Algorithm -- Colliding Bodies Optimization Algorithm -- Tug-of-war optimization Algorithm -- Water Evaporation Optimization Algorithm -- Vibrating particles system algorithm -- Cyclical parthenogenesis algorithm -- Thermal exchange optimizaton algorithm.
520 $a The book presents eight well-known and often used algorithms besides nine newly developed algorithms by the first author and his students in a practical implementation framework. Matlab codes and some benchmark structural optimization problems are provided. The aim is to provide an efficient context for experienced researchers or readers not familiar with theory, applications and computational developments of the considered metaheuristics. The information will also be of interest to readers interested in application of metaheuristics for hard optimization, comparing conceptually different metaheuristics and designing new metaheuristics.
650 0 $a Metaheuristics. $3 757062
650 0 $a Heuristic programming. $3 283567
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650 0 $a Computer algorithms. $3 184478
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650 2 4 $a Optimization. $3 274084
650 2 4 $a Mechanical Engineering. $3 273894
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