Fireworks Algorithm

Name: Fireworks Algorithm
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662463529
Price: 422.9 PLN
Availability: InStock

A Swarm Intelligence Optimization Method

Autor: Ying Tan

Język:

Oprawa: Twarda

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

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-13 dni

422.90 zł

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

Informacje o książce

Autor

Ying Tan

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2015

strony

323

EAN

9783662463529

ISBN

3662463520

Enbook ID

09184179

Wydawca

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Waga

678

Wymiary

167 x 247 x 24

Pełny opis

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 Swarm Intelligence Optimization Method

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