首页|A KIND OF POLYMORPHIC ANT COLONY ALGORITHM WITH WEIGHT

A KIND OF POLYMORPHIC ANT COLONY ALGORITHM WITH WEIGHT

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A new polymorphic ant colony algorithm with weight is presented in order to make balance between accelerating convergence and averting precocity stagnation as well。We add weight to the initialization of pheromone and the choice of transition probability。The pheromone has a max-value and we choose the traditional method to update the pheromone。The simulation result from TSP problem shows the validity of this algorithm。

Ant colony algorithmPolymorphic ant colony algorithmWeightOptimization

BAO-WEN WANG、HAI-PING MU、HONG-MEI FAN、WEN-YUAN LIU

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School of Information Engineering, Yanshan University, Qinhuangdao 066004, China

School of I

Proceedings of the 2007 International Conference on Machine Learning and Cybernetics

Hong Kong(CN)

International Conference on Machine Learning and Cybernetics; 20070819-22; Hong Kong(CN)

P.857-861

2007