Metaheuristics: Outlines, MATLAB Codes and Examples
(Sprache: Englisch)
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....
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Klappentext zu „Metaheuristics: Outlines, MATLAB Codes and Examples “
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.
Inhaltsverzeichnis zu „Metaheuristics: Outlines, MATLAB Codes and Examples “
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.
Bibliographische Angaben
- Autoren: Ali Kaveh , Taha Bakhshpoori
- 2019, 1st ed. 2019, XII, 190 Seiten, 112 farbige Abbildungen, Masse: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3030040666
- ISBN-13: 9783030040666
- Erscheinungsdatum: 08.04.2019
Sprache:
Englisch
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