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陕西理工学院数学系,陕西,汉中,723001
Published:2009
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DENG Fang-an, YONG Long-quan, ZHOU Tao, et al. Shortest Path Problem Algorithm in Network Based on Matrix Multiplication[J]. Acta Electronica Sinica, 2009, 37(7): 1594-1598.
网络最短路径问题可以作为许多实际应用问题的模型
但传统的求解算法其迭代过程复杂.本文描述了基于矩阵乘法的最短路算法
其时间复杂度与Dijkstra算法相同.在给定的一个网络图中
在不改变网络图中的最短路的条件下
删除"多余"的结点或边
可以达到简化网络图和提高求解速度的目的
从而降低计算复杂性.最后
研究了该方法在最短路径问题和旅行商问题中的应用.实例表明
这种算法与传统的动态规划技术相比
具有运算简便、易于理解的优点.
Shortest Path Problem in network can be acted as a model for many application problems
but the iteration process of the conventional solution algeorithm is complex.In this paper
the shortest path algorithm based on the matrix multiplication in a weighted-graph are described
and its time complexity is as same as Dijkstra algorithm.In a given network graph
this algorithm delete spare nodes or edges and reach the goal that reduced network graph and improved speed of solving problem under the condition of unchanged shortest parth.Finally
we give examples
e.g.Traveling Salesman Problem
shortest path problem
to illistrate its advanteges
possessing merits of simple operation and easy understanding
compared with dynamic programming technology.
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