Design of Heuristic Algorithms for Hard Optimization : With Python Codes for the Travelling Salesman Problem

by Éric D. Taillard

Part I: Combinatorial Optimization, Complexity Theory and Problem Modelling -- 1. Elements of Graphs and Complexity Theory -- 2. A Short List of Combinatorial Optimization Problems -- 3. Problem Modelling -- Part II: Basic Heuristic Techniques -- 4. Constructive Methods -- 5. Local Search -- 6. Decomposition Methods -- Part III: Popular Metaheuristics -- 7. Randomized Methods -- 8. Construction Learning -- 9. Local Search Learning -- 10. Population Management -- 11. Heuristics Design -- 12. Codes.

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Year of publication:	2023
Authors:	Taillard, Éric D.
Publisher:	2023.: Cham : Springer International Publishing 2023.: Cham : Imprint: Springer
Subject:	Algorithms \| Heuristics \| Travelling Salesman \| Local Search \| Metaheuristics \| Combinatorial Optimization \| Artificial Intelligence \| Heuristik \| Algorithmus \| Algorithm \| Theorie \| Theory \| Rundreiseproblem \| Travelling salesman problem \| Tourenplanung \| Vehicle routing problem \| Künstliche Intelligenz \| Artificial intelligence \| Mathematische Optimierung \| Mathematical programming

Extent:	1 Online-Ressource (XV, 287 p. 1 illus.)
Series:	Graduate Texts in Operations Research
Type of publication:	Book / Working Paper
Language:	English
Notes:	Open Access
ISBN:	978-3-031-13714-3 ; 978-3-031-13713-6 ; 978-3-031-13715-0 ; 978-3-031-13716-7
Other identifiers:	10.1007/978-3-031-13714-3 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://ebvufind01.dmz1.zbw.eu/10013504623