Learning classifier systems for optimisation problems: A case study on fractal travelling salesman problem

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This paper presents a set of experiments on the use of Learning Classifier Systems for the purpose of solving combinatorial optimisation problems. We demonstrate our approach with a set of Fractal Travelling Salesman Problem (TSP) instances for which it is possible to know by construction the optima...

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Detalles Bibliográficos
Autores principales: Tabacman, Maximiliano, Loiseau, Irene
Publicado: 2008
Materias:
Learning-classifier-systems
Machine learning
Optimization
Traveling-salesman-problem
Classifiers
Combinatorial optimization
Education
Fractals
Learning systems
Case studies
Combinatorial optimisation
Learning rules
Optimal tours
Optimisation
Travelling salesman problems
Traveling salesman problem
Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97816055_v_n_p2039_Tabacman
http://hdl.handle.net/20.500.12110/paper_97816055_v_n_p2039_Tabacman
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

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