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Author:Somhom, S.
Modares, A.
Enkawa, T.
Title:A self-organising model for the travelling salesman problem
Journal:Journal of the Operational Research Society
1997 : SEP, Vol. 48:9, p. 919-928
Index terms:SALESMEN
TRAVELLING SALESMAN PROBLEM
OPTIMIZATION
Language:eng
Abstract: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.
SCIMA record nr: 165939
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