系统仿真学报 ›› 2018, Vol. 30 ›› Issue (3): 1189-1194.doi: 10.16182/j.issn1004731x.joss.201803052

• 短文 • 上一篇    下一篇

动态网络最短程求解技术研究

王伦文1, 张铃2   

  1. 1.国防科技大学电子对抗学院,合肥 230037;
    2.安徽大学计算机学院,合肥 230039
  • 收稿日期:2016-03-02 出版日期:2018-03-08 发布日期:2019-01-02
  • 作者简介:王伦文(1966-),男,安徽怀宁,博士,教授,博导,研究方向为数据挖掘和智能信息处理;张铃(1937-),男,福建福清,本科,教授,博导,研究方向为机器学习。
  • 基金资助:
    国家自然科学基金(61273302)

A Method of Finding the Shortest Path of Dynamic Networks

Wang Lunwen1, Zhang Ling2   

  1. 1.Electronic Countermeasure Institute of National University of Defense Technology, Hefei 230037, China;
    2.Department of Computer Science and Technology, Anhui University, Hefei 230039, China
  • Received:2016-03-02 Online:2018-03-08 Published:2019-01-02

摘要: 分析了动态网络最短程求解的研究现状,研究了动态网络的结构与求解最短程之间的关系。定义了以速度建模的动态网络,证明其满足弱FIFO(First In First Out)条件;证明了满足弱FIFO的充分必要条件是网络的任一条边的通过函数均是非降函数,通过函数均是非降函数的网络等价于用速度定义的动态网络;证明了动态网络可直接利用Dijkstra算法求解最短程的充分条件;研究了怎样建立满足弱FIFO条件或等价条件的动态网络,给出了基于弱FIFO动态网络求解最短程的算法,并通过一个典型的例子说明上述方法的有效性.

关键词: 动态网络, 最短程, 先进先出, 弱FIFO

Abstract: We analyze the research status of finding the shortest path of dynamic networks, analyze the complexity of getting the shortest path, study the relationship between the structure of the dynamic networks and finding the shortest path of the dynamic networks. It is proved that dynamic networks defined by velocity automatically meet weak FIFO’s condition. The networks whose passing function of any side is not decreasing function equals dynamic networks which use velocity. The sufficient condition of directly using Dijkstra algorithm to get the shortest path is that the networks must meet weak FIFO’s condition. How to build a dynamic network which can automatically meet FIFO’s condition or meet FIFO’s equivalent condition is studied, and an algorithm of getting the shortest path of the dynamic networks is given. An example is given to explain the validity of our methods.

Key words: dynamic networks, the shortest path, first in first out, weak FIFO

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