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Binary Ant Colony Evolutionary Algorithm
二进制蚁群进化算法

Keywords: Swarm intelligence,simulated evolution computation,binary network,ant colony algorithm,genetic algorithm
群体智能
,模拟进化算法,二元网络,蚁群算法,遗传算法

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Abstract:

Every insect is considered, from the viewpoint of biological evolution, to be a neural cell that constitutes a neural network in a casual and loose way of joint. Through simulating the ant swarm intelligence on the basis of human neural network, this paper advances a linear binary network. The binary code expects a low intelligence of each ant, and each path corresponds to a comparatively small storage space, thus considerably improving the efficiency of computation. The test of function optimization and multi-dimensional 0/1 Knapsack proves that the computation has a good speed of convergence, a high stability and a perfect solution.

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