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Titlebook: Hyper-Heuristics: Theory and Applications; Nelishia Pillay,Rong Qu Book 2018 Springer Nature Switzerland AG 2018 Hyperheuristics.Search.Co

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书目名称Hyper-Heuristics: Theory and Applications
编辑Nelishia Pillay,Rong Qu
视频videohttp://file.papertrans.cn/431/430569/430569.mp4
概述Recent technique that aims to effectively solve real-world optimization problems.Presents fundamentals, theory, and applications of hyper-heuristics.Valuable for researchers, graduate students, and pr
丛书名称Natural Computing Series
图书封面Titlebook: Hyper-Heuristics: Theory and Applications;  Nelishia Pillay,Rong Qu Book 2018 Springer Nature Switzerland AG 2018 Hyperheuristics.Search.Co
描述.This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapters in the second part of the book examine applications of hyper-heuristics in vehicle routing, nurse rostering, packing and examination timetabling. The third part of the book presents advanced topics and then a summary of the field and future research directions. Finally the appendices offer details of the HyFlex framework and the EvoHyp toolkit, and then the definition, problem model and constraints for the most tested combinatorial optimization problems. .The book will be of value to graduate students, researchers, and practitioners..
出版日期Book 2018
关键词Hyperheuristics; Search; Combinatorial Optimization; Vehicle Routing; Packing; Scheduling; Timetabling; Ope
版次1
doihttps://doi.org/10.1007/978-3-319-96514-7
isbn_softcover978-3-030-07206-3
isbn_ebook978-3-319-96514-7Series ISSN 1619-7127 Series E-ISSN 2627-6461
issn_series 1619-7127
copyrightSpringer Nature Switzerland AG 2018
The information of publication is updating

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Book 2018s organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapte
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Introduction to Hyper-Heuristicsomparisons of different techniques in solving these problems. This research has revealed that while a technique may produce the best results for one or two problem instances, quite often it performs poorly on other problem instances.
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Generation Constructive Hyper-Heuristicsition. Deriving constructive heuristics is a time-consuming process. Generation constructive hyper-heuristics aim to automate this process by generating low-level constructive heuristics using a given set of ..
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Examination Timetabling Problemsuristics, to fundamental studies on the formal definition of the two search spaces at the two levels. Promising results have been obtained and progress has been made on designing simple and effective approaches across different benchmarks as well as real-world problems.
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