期刊文献+

基于异步序列迭代法优化的单交叉口多策略模糊控制算法

An Asynchronous Sequential Iterative Optimizing Method-based Multi-strategy Fuzzy Control Algorithm of Isolated Intersection
原文传递
导出
摘要 针对城市交通流随机、时变和非线性的特点,在基于通行需求度的单交叉口模糊控制算法的基础上,提出多策略模糊控制算法,并用基于GA的异步序列迭代法进行了优化.仿真结果表明,多策略模糊控制算法的适应能力更强,稳定性更好. Aiming at the random, time-varying and non-linear characteristics of city traffic flow, and based on the pass through need degree-based isolated intersection fuzzy control algorithm^[5], we propose a multi-strategy fuzzy control algorithm, and then optimize it by using GA-based asynchronous sequential iterative optimizing method. The simulation result shows that the multi-strategy fuzzy control algorithm has more strong self-adaptive competence and more stable performance.
作者 乔健
出处 《数学的实践与认识》 CSCD 北大核心 2008年第7期76-83,共8页 Mathematics in Practice and Theory
基金 西北工业大学人文社科与官理振兴基金(RW200725) 西北工业大学教师科研启动基金
关键词 单交叉口 多策略 模糊控制 遗传算法 异步序列迭代法 isolated intersectionl multi-strategy fuzzy control genetic algorithm asynchronous sequential iterative optimizing method
  • 相关文献

参考文献6

  • 1Pappls C P, Mamdani E H. A fuzzy logic controller for a traffic junction[J]. IEEE Trans on Systems, Man, and Cybernetics, 1977, SMC-7 (10) : 707-717.
  • 2Chih-Hsun Chou, Jen-Chao Teng. A fuzzy logic controller for traffic junction signals[J]. Information Sciences, 2002,143(1-4) :73-97.
  • 3Jarkko Niittymaki, Matti Pursula. Signal control using fuzzy logic [J]. Fuzzy Sets and Systems, 2000,116 (1): 11- 22.
  • 4乔健,宣慧玉.一种基于通行需求度的单交叉口模糊控制算法[J].系统工程,2004,22(10):59-64. 被引量:9
  • 5Herrera F, Lozano M, Verdegay J L. Tuning fuzzy logic controllers by genetic algorithms [J]. International Journal of Approximate Reasoning, 1995,12 (3-4) :299-315.
  • 6Michalewicz Z. Genetic Algorithms+Data Structures=Evolution Programs[M]. Springer, Berlin,1992.

二级参考文献9

  • 1Shen G J,Ma T F,Sun Y X. Application of fuzzy control theory in multi-phase traffic control of single intersection[A]. Proceedings of the 4th World Congress on Intelligent Control and Automation[C]. Shanghai,June 10~14,2002.
  • 2Wei W,Wang M J. Fuzzy-GA-based traffic signal control[A]. Proceedings of the Second International Conference on Machine learning and Cybernetics[C]. Xi'an,November 2~5,2003:645~650.
  • 3Niittymaki J,Pursula M. Signal control using fuzzy logic[J]. Fuzzy Sets and Systems,2000,116:11~22.
  • 4Pappis C P,Mamdani E H. A fuzzy logic controller for a traffic junction[J]. IEEE Trans on Systems,Man,and Cybernetics, 1977,SMC-7(10):707~717.
  • 5Trabia M B,Kaseko M S,Ande M. A two-stage fuzzy logic controller for traffic signals[J]. Transportation Research(Part C),1999,7:353~367.
  • 6陈森发,陈洪,徐吉谦.城市单路口交通的两级模糊控制及其仿真[J].系统仿真学报,1998,10(2):35-40. 被引量:60
  • 7温惠英,尹宏宾,徐建闽.一种信号交叉口模糊交通控制方法[J].华南理工大学学报(自然科学版),2001,29(12):22-25. 被引量:24
  • 8陈淑燕,陈森发,吴明赞.单路口交通的多相位实时模糊控制[J].系统工程理论与实践,2003,23(1):110-115. 被引量:28
  • 9徐冬玲,方建安,邵世煌.交通系统的模糊控制及其神经网络实现[J].信息与控制,1992,21(2):74-79. 被引量:95

共引文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部