The principle and method of Uniform design is used to determine the parameters of genetic algorithm to solve Traveling Salesman Problem by convert the problem into the experimental design of multi-factor and multilevel. uniform design is applied again to produce the initial population. The method applied to the benchmark problems of TSPLIB shows it's effectiveness.
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赵曦,李颖. 均匀设计在求解TSP问题中的应用[J]. 科学技术与工程, 2011, (16): . zhaoxi, liying. Applying Uniform Design to solve Traveling Salesman Problem[J]. Science Technology and Engineering,2011,(16).