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Heuristic Search : The Emerging Science of Problem Solving / by Saïd Salhi

Publisher (Cham : Springer International Publishing : Imprint: Palgrave Macmillan)
Year 2017
Edition 1st ed. 2017.
Authors *Salhi, Saïd author
SpringerLink (Online service)

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OB00147549 Springer Business and Management eBooks (電子ブック) 9783319493558

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Material Type E-Book
Media type 機械可読データファイル
Size XVII, 213 p. 17 illus : online resource
Notes Chapter 1: Introduction -- Chapter 2: Improvement-Only Heuristics -- Chapter 3: Not-Necessary Improving Heuristics -- Chapter 4: Population-based Heuristics -- Chapter 5: Hybridisation Search -- Chapter 6: Implementation Issues -- Chapter 7 Applications, Conclusion and Research Challenges
This book aims to provide a general overview of heuristic search, to present the basic steps of the most popular heuristics, and to stress their hidden difficulties as well as their opportunities. It provides a comprehensive understanding of Heuristic search, the applications of which are now widely used in a variety of industries including engineering, finance, sport, management and medicine. It intends to aid researchers and practitioners in solving complex combinatorial and global optimisation problems, and spark interest in this exciting decision science-based subject. It will provide the reader with challenging and lively methodologies through which they will be able to design and analyse their own techniques
HTTP:URL=https://doi.org/10.1007/978-3-319-49355-8
Subjects LCSH:Management information systems
LCSH:Operations research
LCSH:Decision making
LCSH:Big data
LCSH:Algorithms
LCSH:Computer science
FREE:Business Information Systems
FREE:Operations Research/Decision Theory
FREE:Big Data/Analytics
FREE:Algorithm Analysis and Problem Complexity
FREE:Computer Science, general
Classification LCC:HD30.2
DC23:658.4038
ID 8000069582
ISBN 9783319493558

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