Metaheuristics: Outlines, MATLAB Codes and Examples - Ali Kaveh, Taha Bakhshpoori

Metaheuristics: Outlines, MATLAB Codes and Examples

Buch | Hardcover
XII, 190 Seiten
2019 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-04066-6 (ISBN)
149,79 inkl. MwSt
lt;p>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.

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.

Erscheinungsdatum
Zusatzinfo XII, 190 p. 116 illus., 112 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 473 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte Colliding Bodies Optimization • MATLAB code • Meta-heuristic Algorithms • Particle swarm optimization • pseudo code
ISBN-10 3-030-04066-6 / 3030040666
ISBN-13 978-3-030-04066-6 / 9783030040666
Zustand Neuware
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