A Faster All-Pairs Shortest Path Algorithm for Real-Weighted Sparse Graphs

A Faster All-Pairs Shortest Path Algorithm for Real-Weighted Sparse Graphs
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实加权稀疏图的更快的全对最短路径算法

DOI:
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发表时间:
2002
期刊:
International Colloquium on Automata, Languages and Programming
影响因子:
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通讯作者:
Seth Pettie
Seth Pettie
中科院分区:
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文献类型:
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作者:
Seth Pettie

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提出了一种求解任意实权有向图的快速全对最短路径算法。该算法在基本的比较加法模型中工作,运行时间为O(mn+n2 log log n),其中m和n分别是边和顶点的数量。当m = 0 (n log n)时,这比Johnson的算法(对于任意边权)和Dijkstra的算法(对于正边权)要快得多,并且匹配Hagerup的APSP算法的运行时间,后者假设整数边权和更强大的计算模型。
We present a faster all-pairs shortest paths algorithm for arbitrary real-weighted directed graphs. The algorithm works in the fundamental comparison-addition model and runs in O(mn+n2 log log n) time, where m and n are the number of edges & vertices, respectively. This is strictly faster than Johnson's algorithm (for arbitrary edge-weights) and Dijkstra's algorithm (for positive edge-weights) when m = o(n log n) and matches the running time of Hagerup's APSP algorithm, which assumes integer edge-weights and a more powerful model of computation.