Fireworks Algorithm

Name: Fireworks Algorithm
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662516188
Price: 99.9 EUR
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A Novel Swarm Intelligence Optimization Method

Autor: Ying Tan

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with parti...

Informácie o knihe

Autor

Ying Tan

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

323

EAN

9783662516188

ISBN

3662516187

Enbook ID

18052130

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

5504

Rozmery

155 x 235 x 23

Kompletný 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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Fireworks Algorithm

A Novel Swarm Intelligence Optimization Method

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Kompletný popis

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