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基于剪枝策略的改进TDCALT算法

作  者: ;

机构地区: 华南理工大学

出  处: 《同济大学学报:自然科学版》 2012年第8期1197-1203,共7页

摘  要: 针对大规模路网中求解最短路问题的低效性与非实时性,通过时间依赖性路网来刻画路网和交通状况信息,构造时间依赖性路网下的高效最短路算法.以目前效率较高的TDCALT(time dependent core-based A*landmarks triangleinequality)算法为基础,提出动态优化上限值的改进措施,并首次引入和改进静态路网下最短路算法中的剪枝策略,形成ITDCALT(improved TDCALT)算法.在广州市路网上的试验表明:ITDCALT算法在算法运行时间和搜索空间上均优于TDCALT算法和TDIJKSTRA(time-dependent DIJKSTRA)算法;ITDCALT算法具有计算效率高、搜索空间小、性能稳定的优点. To address the inefficiency and non-real time of shortest path problem with large scale traffic road network, an efficient algorithm is developed under time-dependent road network which represents road network and traffic information. Based on time dependent core-based A* landmarks triangle inequality (TDCALT) algorithm which outperforms the other algorithms, improvement including updating upper bound dynamically and combining improved pruning strategy used in static shortest path algorithm is proposed. Finally a new algorithm called improved TDCALT (ITDCALT) is formed. Comparative analysis between ITDCALT, TDCALT and time-dependent DUKSTRA (TDIJKSTRA) in time-dependent road network of Gnangzhou shows that the proposed algorithm outperforms the others in terms of the efficiency, the search space and the stability.

关 键 词: 路网最短路算法 剪枝策略 时间依赖性 加速策略

分 类 号: [U495]

领  域: []

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