Buch

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Übersicht

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Verlag	:	Springer International Publishing
Buchreihe	:	Graduate Texts in Operations Research
Sprache	:	Englisch
Erschienen	:	27. 10. 2022
Seiten	:	280
Einband	:	Gebunden
Höhe	:	235 mm
Breite	:	155 mm
ISBN	:	9783031137136
Sprache	:	Englisch
Illustrationen	:	X, 280 p. 1 illus. With online files/update.

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Autorinformation

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Éric D. Taillard is a professor at the University of Applied Sciences and Arts of Western Switzerland, HEIG-VD campus in Yverdon-les-Bains. After completing his studies and obtaining a PhD at the Swiss Federal Institute of Technology in Lausanne, he worked as a researcher at the Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation in Montreal, Canada, and then at the Dalle Molle Institute for Artificial Intelligence in Lugano, Switzerland. He has over 30 years of research experience in the field of metaheuristics. Outside of Switzerland, he has been invited to teach this subject at various universities: Vienna and Graz in Austria, Nantes in France and Hamburg in Germany.

Inhaltsverzeichnis

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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.

Deine Buchhandlung

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