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Public Traffic Intelligent Dispatch Algorithms Based on Immune Genetic Algorithm

机译:基于免疫遗传算法的公共交通智能调度算法

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Taking into account the current transit vehicle operation scheduling problems using genetic algorithms and hybrid genetic algorithm for static scheduling of public transport vehicles were studied. Intelligent features of the genetic algorithm, effectively improved the public transport vehicles, static scheduling. On the basis of integrated biological immune mechanism interdisciplinary theory, this paper into the genetic algorithm immune algorithm which constitutes an improved genetic algorithm, and applied to solve the bus scheduling management optimization, and use of simple genetic algorithm The calculation process is simulated and compared. Application results show that the algorithm is simple, efficient, stable, traditional methods and can better overcome the shortcomings of existing genetic algorithms, performance has been significantly improved, with satisfactory results, improving the operational efficiency of public transport vehicles.
机译:考虑到目前使用遗传算法及公共交通工具静态调度的遗传算法和混合遗传算法的当前运输车辆运行调度问题。遗传算法的智能特征,有效改善了公共交通工具,静态调度。在综合生物免疫机制跨学科理论的基础上,本文进入了遗传算法免疫算法,构成了改进的遗传算法,应用于解决公共汽车调度管理优化,并使用简单遗传算法的计算计算过程。应用结果表明,该算法简单,高效,稳定,传统方法,可以更好地克服现有遗传算法的缺点,性能得到显着提高,结果令人满意,提高公共交通工具的运营效率。

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