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Metaheuristics: Outlines, MATLAB Codes and Examples

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Metaheuristics: Outlines, MATLAB Codes and Examples/ by Ali Kaveh, Taha Bakhshpoori.
作者:	Kaveh, Ali.
其他作者:	Bakhshpoori, Taha.
面頁冊數:	XII, 190 p. 116 illus., 112 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Applied mathematics. -
電子資源:	https://doi.org/10.1007/978-3-030-04067-3
ISBN:	9783030040673

Metaheuristics: Outlines, MATLAB Codes and Examples
Kaveh, Ali.

Metaheuristics: Outlines, MATLAB Codes and Examples[electronic resource] /by Ali Kaveh, Taha Bakhshpoori. - 1st ed. 2019. - XII, 190 p. 116 illus., 112 illus. in color.online resource.

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

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

1069907
Applied mathematics.

LC Class. No.: TA329-348

Dewey Class. No.: 519

Metaheuristics: Outlines, MATLAB Codes and Examples
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