E-Book, Englisch, 228 Seiten
Hassanien / Emary Swarm Intelligence
1. Auflage 2015
ISBN: 978-1-4987-4108-8
Verlag: CRC Press
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Principles, Advances, and Applications
E-Book, Englisch, 228 Seiten
ISBN: 978-1-4987-4108-8
Verlag: CRC Press
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
This book presents a brief introduction to the mathematical optimization with special attention to swarm-intelligence and their applications, divisions, variants, and hybridizations. Basic concepts related to swarm intelligence are presented such as randomness, random walks and chaos theory, as a preface for many of the variants and enhancements for the various optimization methods. An individual chapter is dedicated for every optimization algorithm covering the biological-base, algorithms, variants, hybridizations and applications. The different optimizers are presented in a standard form so that reader can easily capture similarities and differences amongst them.
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Preliminaries. Particle Swarm Optimization (PSO). Artificial Fish Swarm. Firefly Algorithm (FFA). Cuckoo Search Algorithm. Bat Algorithm(BA). Flower Pollination Algorithm. Wolf Search Algorithm. Whole View. References.