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Foraging-Inspired Optimisation Algorithms eBook
$59.99 Original price was: $59.99.$12.00Current price is: $12.00.
By: Anthony Brabazon; Seán McGarraghy
Publisher: Springer
Print ISBN: 9783319591551, 331959155X
eText ISBN: 9783319591568, 3319591568
Copyright year: 2018
Format: Fixed
eText ISBN: 9783319591568
SKU: 9783319591568
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9783319591551
This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments. No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.
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