Metaheuristics: Outlines, MATLAB Codes and Examples / / by Ali Kaveh, Taha Bakhshpoori
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| Autore: |
Kaveh Ali
|
| Titolo: |
Metaheuristics: Outlines, MATLAB Codes and Examples / / by Ali Kaveh, Taha Bakhshpoori
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Edizione: | 1st ed. 2019. |
| Descrizione fisica: | 1 online resource (192 pages) |
| Disciplina: | 006.3 |
| Soggetto topico: | Applied mathematics |
| Engineering mathematics | |
| Mathematical optimization | |
| Mechanical engineering | |
| Building construction | |
| Mathematical and Computational Engineering | |
| Optimization | |
| Mechanical Engineering | |
| Solid Construction | |
| Persona (resp. second.): | BakhshpooriTaha |
| 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. |
| Titolo autorizzato: | Metaheuristics: Outlines, MATLAB Codes and Examples |
| ISBN: | 3-030-04067-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910337633803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |