Genetic algorithms for the travelling salesman problem

Genetic algorithms for the travelling salesman problem

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Article ID: iaor20052367
Country: China
Volume: 13
Issue: 1
Start Page Number: 17
End Page Number: 22
Publication Date: Feb 2004
Journal: Operations Research and Management Science
Authors: , ,
Keywords: genetic algorithms
Abstract:

In this paper, we design new operators of Genetic Algorithms (GA) to solve multi-group TSPs by searching the population of feasible solutions, exchanging information between genomes and keeping the relatively efficient genetic information. We give the principle and methods to solve multi-group TSP. A computer simulated experiment shows that the calculation complexity of GA is small and the solutions that are close to optimal can be found easily by GA.

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