haku: @author Enkawa, T. / yhteensä: 7
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Tekijä: | Somhom, S. Modares, A. Enkawa, T. |
Otsikko: | A self-organising model for the travelling salesman problem |
Lehti: | Journal of the Operational Research Society
1997 : SEP, Vol. 48:9, p. 919-928 |
Asiasana: | SALESMEN TRAVELLING SALESMAN PROBLEM OPTIMIZATION |
Kieli: | eng |
Tiivistelmä: | This work describes a new algorithm, based on a self-organising neural network approach, to solve the Travelling Salesman Problem (TSP). Firstly, various features of the available adaptive neural network algorithms for TSP are reviewed and a new algorithm is proposed. In order to investigate the performance of the algorithms, a comprehensive empirical study has been provided. The simulations , which are conducted on a series of standard data, evaluate the overall performance of this approach by comparing the results with the best known or the optimal solutions of the problems. |
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