Heuristic Search - The Emerging Science of Problem Solving

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

List of contents

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.

About the author

Said Salhi is Head of the Management Science Group and Director of the Research Centre on Logistics and Heuristic Optimisation (CLHO) which he established. Said has edited 6 special issues and published over 100 papers in academic journals. He has researched heuristics for the last 32 years and has supervised more than 25 PhD students in this area. He is a fellow of the OR Society (FORS), the IMA (FIMA), and CILT (FCILT).

Summary

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

Product details

• Authors: Said Salhi, Saïd Salhi
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2017
• EAN: 9783319493541
• ISBN: 978-3-31-949354-1
• No. of pages: 213
• Dimensions: 155 mm x 214 mm x 18 mm
• Weight: 434 g
• Illustrations: XVII, 213 p. 17 illus.
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; Social sciences, law, business > Business > Management; Mathematik, Wissensmanagement, Wirtschaftsmathematik, Informatik, Operations Research, B, it, Unternehmensforschung, Algorithmen und Datenstrukturen, Big Data, Algorithms, Wirtschaftsmathematik und -informatik, IT-Management, Informationstechnologiebranche, Management: Entscheidungstheorie, Business and Management, Mathematik und Naturwissenschaften, informationstechnologie, Algorithmus, Unternehmenssoftware, Wirtschaftsrechnen, Wirtschaft / Wirtschaftsmathematik, Datenverarbeitung / Anwendungen / Betrieb, Verwaltung, Technologie / Informationstechnologie, Computer & Videospielindustrie, Management spezifischer Bereiche, COMPUTERS / Enterprise Applications / Business Intelligence Tools, computer science, Computer Science, general, IT in Business, Operations Research/Decision Theory, Operations Research and Decision Theory, Theory of Computation, algorithm; engineering; finance; management; computer science, Management decision making, Management science, Algorithms & data structures, Management information systems, Business mathematics & systems, Operational research, Decision Making, Big Data/Analytics, Algorithm Analysis and Problem Complexity, Business Information Systems, algorithm;engineering;finance;management;computer science