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Nature-Inspired Computation in Engineering on Hardback
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Nature-Inspired Computation in Engineering

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Description

This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propagation algorithm, parameter-free bat algorithm, gravitational search, biogeography-based algorithm, differential evolution, particle swarm optimization and others. Applications include vehicle routing, swarming robots, discrete and combinatorial optimization, clustering of wireless sensor networks, cell formation, economic load dispatch, metamodeling, surrogated-assisted cooperative co-evolution, data fitting and reverse engineering as well as other case studies in engineering. This book will be an ideal reference for researchers, lecturers, graduates and engineers who are interested in nature-inspired computation, artificial intelligence and computational intelligence. It can also serveas a reference for relevant courses in computer science, artificial intelligence and machine learning, natural computation, engineering optimization and data mining.  
Release date Australia
March 30th, 2016
Audience
  • Professional & Vocational
Contributor
  • Edited by Xin-She Yang
Edition
1st ed. 2016
Illustrations
34 Illustrations, color; 20 Illustrations, black and white; X, 276 p. 54 illus., 34 illus. in color.
Pages
276
Dimensions
155x235x18
ISBN-13
9783319302331
Product ID
24564051

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