Metaheuristics: Outlines, MATLAB Codes and Examples

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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.


Provides easy to understand information on the novel and efficient metaheuristics developed by the authors Useful for transformation of the algorithms from theory to practice for global optimization problems Includes Matlab codes and benckmark structural optimization problems and their solutions

Inhalt
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.

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Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09783030040666
    • Auflage 1st edition 2019
    • Sprache Englisch
    • Genre Allgemeines & Lexika
    • Lesemotiv Verstehen
    • Größe H241mm x B160mm x T17mm
    • Jahr 2019
    • EAN 9783030040666
    • Format Fester Einband
    • ISBN 3030040666
    • Veröffentlichung 08.04.2019
    • Titel Metaheuristics: Outlines, MATLAB Codes and Examples
    • Autor Taha Bakhshpoori , Ali Kaveh
    • Gewicht 477g
    • Herausgeber Springer International Publishing
    • Anzahl Seiten 204

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