Design of Heuristic Algorithms for Hard Optimization

Design of Heuristic Algorithms for Hard Optimization

With Python Codes for the Travelling Salesman Problem

Taillard, Eric D.

Springer International Publishing AG

10/2022

287

Dura

Inglês

9783031137136

15 a 20 dias

623

Descrição não disponível.
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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Algorithms;Heuristics;Travelling Salesman;Local Search;Metaheuristics;Combinatorial Optimization;Artificial Intelligence;Open Access