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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交智能调度算法

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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:结合当前遗传算法和混合遗传算法的公交车辆调度问题,对公交车辆的静态调度进行了研究。遗传算法的智能功能,有效地改善了公交车辆的静态调度。本文在综合生物免疫机制交叉学科理论的基础上,将遗传算法引入免疫算法,构成了改进的遗传算法,并应用于解决公交调度管理的优化问题,并利用简单遗传算法对计算过程进行了仿真和比较。应用结果表明,该算法简单,高效,稳定,是传统方法,能够较好地克服现有遗传算法的缺点,性能得到了明显提高,取得了令人满意的结果,提高了公交车辆的运行效率。

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