1.

Record Nr.

UNINA9910337633803321

Autore

Kaveh Ali

Titolo

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

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019

ISBN

3-030-04067-4

Edizione

[1st ed. 2019.]

Descrizione fisica

1 online resource (192 pages)

Disciplina

006.3

Soggetti

Applied mathematics

Engineering mathematics

Mathematical optimization

Mechanical engineering

Building construction

Mathematical and Computational Engineering

Optimization

Mechanical Engineering

Solid Construction

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

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.

Sommario/riassunto

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.