Heuristic Search

The Emerging Science of Problem Solving

Saïd Salhi (Autor)

Buch | Softcover

XVII, 213 Seiten

2018 | 1. Softcover reprint of the original 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-84143-4 (ISBN)

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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

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).

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.

Erscheinungsdatum	05.03.2022
Zusatzinfo	XVII, 213 p. 17 illus.
Verlagsort	Cham
Sprache	englisch
Maße	148 x 210 mm
Gewicht	3052 g
Themenwelt	Mathematik / Informatik ► Informatik
	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
	Wirtschaft ► Betriebswirtschaft / Management
Schlagworte	algorithm • Algorithm analysis and problem complexity • Computer Science • Engineering • Finance • Management
ISBN-10	3-319-84143-2 / 3319841432
ISBN-13	978-3-319-84143-4 / 9783319841434
Zustand	Neuware