Fireworks Algorithm is popular PDF and ePub book, written by Ying Tan in 2015-10-11, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Fireworks Algorithm can be Read Online from any device for your convenience.
Fireworks Algorithm Book PDF Summary
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.
Detail Book of Fireworks Algorithm PDF
- Author : Ying Tan
- Release : 11 October 2015
- Publisher : Springer
- ISBN : 9783662463536
- Genre : Computers
- Total Page : 344 pages
- Language : English
- PDF File Size : 19,7 Mb
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