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用神经网络方法处理固定需求交通平衡分配问题 被引量:5

Parallel Processing Method on Neural Networkfor Traffic Equilibrium Assignment Problem
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摘要 本文以神经网络理论为基础,将并行处理方法用于求解固定需求交通平衡分配问题之中,从而减少了利用平衡交通分配模型进行交通分配的时间,降低了分配过程的复杂性,为该模型在实际工程中得到应用提供可能。 This paper presents a parallel processing method for the transportation equilibrium assignment problem. The method based on the neural network theory would substantially reduce the computation time if the neural computer will be available in near future.The neural network consists of mutually connected 'neurons', which change the states inparallel to the descent direction of the Lyapunov function. In the method proposed in thispaper, the link flows are represented by the neural states, and we can obtain the equilibrium flows by the parallel change of the neural states according to the equations of neuraldynamics.
作者 邓卫 王炜
机构地区 东南大学
出处 《中国公路学报》 EI CAS CSCD 北大核心 1997年第1期84-89,共6页 China Journal of Highway and Transport
基金 国家自然科学基金
关键词 并行处理 交通分配 神经网络 交通管理 固定需求 Parallel processing, Traffic assignment, Neural network
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参考文献3

  • 1王炜,城市交通规划理论与方法,1992年
  • 2盛昭瀚,最优化方法基本教程,1992年
  • 3焦李成,神经网络系统理论,1990年

同被引文献33

  • 1褚浩然,杨晓光.“错峰出行”制度的作用机理及交通可行性研究——以上海为例[J].交通运输系统工程与信息,2005,5(3):77-81. 被引量:7
  • 2邓华生.基于时间的交通影响范围量化方法的研究[J].中外公路,2006,26(3):292-295. 被引量:4
  • 3杨晓光,褚浩然.错峰出行对城市交通的影响分析[J].同济大学学报(自然科学版),2006,34(7):899-903. 被引量:16
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  • 5[8]Colormi A, Dorigo M, Maniezzo V. An investigation of some properties of an ant algorithm[A] .Pro of the parallel Problem Solving from Nature Conference (PPSN'92)[C] ,Brussels,Belgium: Elsevier Publishing, 1992:509 - 520.
  • 6[9]Dorigo M, Maniezzo V, Colorni A Ant system: optimization by a colony of cooperating agents[J]. IEEE Trans on SMC, 1996,26(1):29-41.
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  • 9Colormi A, Dorigo M, Maniezzo V. Distttmted Optimization by Ant Colonies [C] .Paris, France: Proc of the First European Conference Artificial Life Elsevier Publishing, 1991 : 134 - 142.
  • 10Coloxmi A, Dofigo M, Maniezzo V. An Investigation of Some Properties of an Ant Algorithm [C] .Brussels, Belgium: Proc of the Parallel Problem Solving flora Nature Conference (PPSN'92), Elsevier Publishing, 1992: 509- 520.

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