Journal of Systems Engineering and Electronics ›› 2009, Vol. 31 ›› Issue (1): 187-194.

• 软件、算法与仿真 • 上一篇    下一篇

基于变迁可靠性的随机Petri网最优路径序列寻找

黄光球, 张斌   

  1. 西安建筑科技大学管理学院, 陕西, 西安, 710055
  • 收稿日期:2007-07-27 修回日期:2007-11-08 出版日期:2009-01-20 发布日期:2010-01-03
  • 作者简介:黄光球(1964- ),男,教授,博士,主要研究方向为系统工程,计算机仿真,计算智能.E-mail:huangnan93@sohu.com

Optimum route sequence search in stochastic Petri net based on reliability of transition

HUANG Guang-qiu, ZHANG Bin   

  1. School of Management, Xian Univ. of Architecture and Technology, Xi’an 710055, China
  • Received:2007-07-27 Revised:2007-11-08 Online:2009-01-20 Published:2010-01-03

摘要: 为了解决随机Petri网的路径寻优问题,在变迁中引进了可靠性的特性,并假设变迁的寿命服从威布尔分布模型,然后根据蚁群算法和时间Petri网的特点提出了一种网络元素可以记录少量信息的带可靠性的记忆时间随机Petri网。在网络运行时,大量托肯在网络中行走并且在行走过程中留下信息素,以此来调整托肯的路径选择。在满足一定可靠性的前提下,在延迟越短的路径上蚂蚁将留下越多的信息素,最终在延迟最短的路径上形成清晰的蚁路。因为变迁的可靠性随时间的增加而不断减小,当一段时间过后路径的可靠性不能满足要求时,需要重新选择一条满足可靠性要求且相对延迟最短的新路径。仿真结果表明,托肯可以有效地在最优路径上形成清晰的蚁路,并且能随着可靠性的不断变化寻找新的最优路径。

Abstract: In order to solve the route search problem in stochastic Petri net,the feature of reliability is introduced into each transition,and suppose that the lifetime distribution of a transition obeys the Weibull distribution model,then a memorial stochastic Petri net with reliability whose elements can record a little information is proposed based on the ant colony optimization algorithm and features of the memorial stochastic Petri net.When the Petri net is running,enough tokens walk and leave pheromone in the Petri net,which is used to adjust the route choice of tokens.When certain reliability requirement needs to be satisfied,ants will leave more pheromone on routes with less delay and required reliability,at last a clear ant route can be found on the route with the least delay and required reliability.Because the reliability of a transition will decrease with time going on,when the optimum route can’t satisfy certain reliability after a while,it needs to choose another new optimum route that satisfies certain reliability and has the relative least delay.The result of simulation shows that tokens can effectively find the best ant route in a timed stochastic Petri net,and they can also search the new optimum route as the change of transitions’ reliability.

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