个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:计算机科学与技术学院
办公地点:大连理工大学创新园大厦8-A0824
联系方式:18641168567
电子邮箱:gztan@dlut.edu.cn
Network-tree model and shortest path algorithm
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论文类型:会议论文
发表时间:2003-06-02
收录刊物:EI
卷号:2659
页面范围:537-547
摘要:For the first time, this paper proposes the Network-Tree Model (NTM), route optimization theory and wholly new, high performance algorithm for shortest path calculation in large-scale network. We first decompose the network into a set of sub-networks by adopting the idea of multi-hierarchy partition and anomalistic regional partition, and then construct the NTM and the Expanded NTM. The Network-Tree Shortest Path (NTSP) algorithm presented in this paper narrows the searching space of the route optimization within a few sub-networks, so it greatly reduces the requirements for main memory and improves the computational efficiency compared to traditional algorithms. Experiment results based on grid network show that NTSP algorithm achieves much higher computational performance than Dijkstra algorithm and other hierarchical shortest path algorithms. © Springer-Verlag Berlin Heidelberg 2003.