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Kniha Fireworks Algorithm Ying Tan

Fireworks Algorithm

A Swarm Intelligence Optimization Method

Autor: Ying Tan
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
2 286 Kč
This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with parti...

Informace o knize

Autor
Ying Tan
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2015
Stránek
323
EAN
9783662463529
ISBN
3662463520
Enbook ID
09184179
Vydavatel
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Hmotnost
678
Rozměry
167 x 247 x 24

Kompletní popis

This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with particular emphasis on the efficient improved versions of FWA. It describes the most substantial theoretical analysis including basic principle and implementation of FWA and modeling and theoretical analysis of FWA. It covers exhaustively the key recent significant research into the improvements of FWA so far. In addition, the book describes a few advanced topics in the research of FWA, including multi-objective optimization (MOO), discrete FWA (DFWA) for combinatorial optimization, and GPU-based FWA for parallel implementation. In sequels, several successful applications of FWA on non-negative matrix factorization (NMF), text clustering, pattern recognition, and seismic inversion problem, and swarm robotics, are illustrated in details, which might shed new light on more real-world applications in future. Addressing a multidisciplinary topic, it will appeal to researchers and professionals in the areas of metahuristics, swarm intelligence, evolutionary computation, complex optimization solving, etc.

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