Metaheuristics: Outlines, MATLAB Codes and Examples
1st Edition
Published on 29. March 2019
XII, 190 pages
978-3-030-04067-3 (ISBN)
Description
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.
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Ali Kaveh | Taha Bakhshpoori
Metaheuristics: Outlines, MATLAB Codes and Examples
Book
04/2019
Springer
€149.79
Shipment within 7-9 days
Content
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.
