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Könyv Fireworks Algorithm Ying Tan

Fireworks Algorithm

A Novel Swarm Intelligence Optimization Method

Szerző: Ying Tan
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 497 Ft
This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with parti...

Információk a könyvről

Szerző
Ying Tan
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
323
EAN
9783662516188
ISBN
3662516187
Enbook ID
18052130
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
5504
Méretek
155 x 235 x 23

Teljes leírás

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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