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Adaptive ant colony algorithm based on dynamic weighted rule
一种基于动态加权规则的自适应蚁群算法

Keywords: ant colony algorithm,traveling salesman problem,weighting algorithm,convergence and stagnation
蚁群算法
,旅行商问题,加权算法,收敛和停滞,动态,加权规则,自适应,蚁群算法,rule,weighted,dynamic,based,ant,colony,algorithm,平衡,停滞现象,收敛速度,能力,全局最优解,搜索,结果,实验,信息素,方法,改进

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Abstract:

Firstly,the basic idea of the ant algorithm was introduced.Then a modified ant colony algorithm was presented.The algorithm overcame the default of slow-convergence and stagnation phenomenon in the classical ant colony algorithm,and introduced a weighting idea in the updating of pheromone.Experimental results show that this algorithm has much higher capacity of searching global optimal result than some classical ant colony algorithms.It can obtain a very good balance between the convergence rate and the stagnant phenomenon.

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