| Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method Softcover Repri Edition Contributor(s): Tan, Ying (Author) |
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ISBN: 3662516187 ISBN-13: 9783662516188 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: August 2016 |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics - Computers | Programming - Algorithms - Technology & Engineering | Robotics |
| Dewey: 006.3 |
| Physical Information: 0.75" H x 6.14" W x 9.21" (1.12 lbs) 323 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |