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Study on the Optimization Model of Utilization Scheme of Railway Passenger Station Tracks Based on an Improved ACO Algorithm

机译:基于改进ACO算法的铁路客运站线利用方案优化模型研究

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The optimization model of utilization scheme of railway passenger station arrival and departure tracks is set up by analysis the basic principle of the utilization of arrival and departure tracks in this paper. It is proved that this problem is NP-hard, so an improved ant colony optimization algorithm is given to solve this model. In this algorithm, an improved state transition rules and a mutation operator are elaborated. In the end this paper, a numerical example is given to verify the model and validate the algorithm. The result implies that the model is practical and the improved algorithm is efficient.
机译:通过分析铁路客运站进出线利用的基本原理,建立铁路客运站进出线利用方案的优化模型。证明了该问题是NP难的,因此提出了一种改进的蚁群优化算法来求解该模型。在该算法中,阐述了改进的状态转移规则和变异算子。最后,给出了一个数值例子,验证了模型并验证了算法。结果表明该模型是实用的,改进算法是有效的。

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