Metaheuristics: Outlines, MATLAB Codes and Examples
Seiten
2019
|
1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-04066-6 (ISBN)
Springer International Publishing (Verlag)
978-3-030-04066-6 (ISBN)
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.
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 | 10.04.2019 |
---|---|
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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