Buch, Englisch, 190 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 477 g
ISBN: 978-3-030-04066-6
Verlag: Springer International Publishing
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.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Technische Wissenschaften Bauingenieurwesen Mathematische Methoden, Computeranwendungen (Bauingenieurwesen)
- Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
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.
