Free Download Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method
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Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method
Free Download Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method
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From the Back Cover
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 modelling 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 metaheuristics, swarm intelligence, evolutionary computation, complex optimization solving, etc.
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Product details
Hardcover: 323 pages
Publisher: Springer; 1st ed. 2015 edition (October 12, 2015)
Language: English
ISBN-10: 9783662463529
ISBN-13: 978-3662463529
ASIN: 3662463520
Product Dimensions:
6.1 x 0.8 x 9.2 inches
Shipping Weight: 1.6 pounds (View shipping rates and policies)
Average Customer Review:
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Amazon Best Sellers Rank:
#11,431,532 in Books (See Top 100 in Books)
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