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Titlebook: Foraging-Inspired Optimisation Algorithms; Anthony Brabazon,Seán McGarraghy Book 2018 Springer Nature Switzerland AG 2018 Foraging.Social

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书目名称Foraging-Inspired Optimisation Algorithms
编辑Anthony Brabazon,Seán McGarraghy
视频video
概述Understanding foraging strategies improves search processes.No prior knowledge of natural computing assumed.Valuable for graduate students, academics and practitioners in computer science, informatics
丛书名称Natural Computing Series
图书封面Titlebook: Foraging-Inspired Optimisation Algorithms;  Anthony Brabazon,Seán McGarraghy Book 2018 Springer Nature Switzerland AG 2018 Foraging.Social
描述.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..
出版日期Book 2018
关键词Foraging; Social Learning; Foraging Algorithms; Animal Behavior; Ant Foraging Algorithm; Bioluminescence
版次1
doihttps://doi.org/10.1007/978-3-319-59156-8
isbn_softcover978-3-030-09640-3
isbn_ebook978-3-319-59156-8Series ISSN 1619-7127 Series E-ISSN 2627-6461
issn_series 1619-7127
copyrightSpringer Nature Switzerland AG 2018
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