Name: Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method (en Inglés)
Price: 114.52 USD
Availability: InStock
Author: Ying Tan
ISBN: 9783662516188

portada Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method (en Inglés)

Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Ying Tan

Idioma

Inglés

N° páginas

323

Encuadernación

Tapa Blanda

ISBN13

9783662516188

N° edición

Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method (en Inglés)

Ying Tan (Autor) · Springer · Tapa Blanda

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Reseña del libro "Fireworks Algorithm: A Novel Swarm Intelligence Optimization Method (en Inglés)"

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.