Fireworks Algorithm

Name: Fireworks Algorithm
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662516188
Price: 105.43 EUR
Availability: InStock

A Novel Swarm Intelligence Optimization Method

Автор: Ying Tan

Език:

Корици: С меки корици

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

Наличност: Външен склад

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105.43 € 206.21 лв

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

Информация за книгата

Автор

Ying Tan

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

323

EAN

9783662516188

ISBN

3662516187

Enbook ID

18052130

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

5504

Размери

155 x 235 x 23

Пълно описание

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

Информация за книгата

Пълно описание

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