Design of Heuristic Algorithms for Hard Optimization

Design of Heuristic Algorithms for Hard Optimization portes grátis

Design of Heuristic Algorithms for Hard Optimization

With Python Codes for the Travelling Salesman Problem

Taillard, Eric D.

Springer International Publishing AG

10/2023

287

Mole

Inglês

9783031137167

15 a 20 dias

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