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用于求解TSP的蚁群算法,C 语言 已经运行过

于 2023-02-07 发布 文件大小:4.83 kB
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用于求解TSP的蚁群算法,C 语言 已经运行过-Basic Ant Colony Algorithm for TSP

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     人工神经网络(Aartificial Neural Network,下简称ANN)是模拟生物神经元的结构而提出的一种信息处理方法。早在1943年,已由心理学家Warren S.Mcculloch和数学家Walth H.Pitts提出神经元数学模型,后被冷落了一段时间,80年代又迅猛兴起[1]。ANN之所以受到人们的普遍关注,是由于它具有本质的非线形特征、并行处理能力、强鲁棒性以及自组织自学习的能力。其中研究得最为成熟的是误差的反传模型算法(BP算法,Back Propagation),它的网络结构及算法直观、简单,在工业领域中应用较多。-Artificial Neural Networks (Aartificial Neural Network, under the short title of ANN) is a simulation of the structure of biological neurons and the information put forward a method of treatment. At early 1943, by Warren S. Mcculloch psychologists and mathematicians Walth H. Pitts proposed mathematical model of neurons, was left out in the cold for some time, and the rapid rise of the 80" s [1]. ANN because the general concern of the people is the essence of it is because of the non-linear characteristics of parallel processing capabilities, strong robustness and self-organizing capacity of self-learning. Research one of the most sophisticated are the error-propagation model of the algorithm (BP algorithm, Back Pro
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    围绕粒子群的当前质心对粒子群重新初始化.这样,每个粒子在随后的迭代中将在新的位置带着粒子在上次搜索中获得的“运动惯性”(wvi)向Pi,Pg的方向前进,从而可以在粒子群的运动过程中获得新的位置,增加求得更优解的机会.随着迭代的继续,经过变异的粒子群又将趋向于同一点,当粒子群收敛到一定程度时又进行下一次变异,如此反复,直到迭代结束.-particle swarm around the center of mass of the current PSO reinitialization. Thus, Each particle in the next iteration will be in the new location with particles in the last search was the "inertia" (wvi ) Pi, Pg orientation, and thus can PSO course of the campaign was a new position, increase seek better solutions opportunities. With the continued iteration, after variation of PSO will tend to the same point. When PSO converge to a certain extent when the next variation, so repeatedly, until the end of iteration.
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