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主成分分析法在城市道路交通安全评价中的应用 被引量:27

Application of principal component analysis in evaluation of city road traffic safety
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摘要 城市道路交通安全评价是一个综合性的课题,是改善道路交通安全、实现城市交通安全快捷不可或缺的部分。利用主成分分析的方法,选定几个评价其安全的主要指标,利用数学软件计算得出不同的几条路面的综合安全系数,得分越大表明危险系数越高;然后将所得结果与已有的参考文献中利用模糊综合评价法得出的结果比较,得出主成分法是可行的,而且能利用到实际的测评中来衡量某个城市区域交通规划的合理性,并在一些特定场合有其特有的优越性。 Evaluation for the city road traffic safety is a comprehensive subject.It is indispensable to improve the city road traffic safety and make the road traffic work smoothly.By using the method of principal component analysis (PCA),several main safety indexes are selected,and the safety coefficients of several different roads are calculated by the mathematics software.The bigger the value is,the more dangerous the road is.Comparing the result with the existing reference,in which using the method of Fuzzy Comprehensive Evaluation,the result validates the PCA is in availability,which is suitable for evaluating the rationality of transportation planning in a city area,and the PCA owns its advantages in some special occasions.
出处 《计算机工程与应用》 CSCD 北大核心 2007年第36期246-248,共3页 Computer Engineering and Applications
基金 国家自然科学基金(the National Natural Science Foundation of China under Grant No.60134010) 广东省科技公关计划( the Key Technologies R&D Program of Guangdong(Province) China under Grant No.2006B14901005)
关键词 城市道路交通 交通安全 主成分分析 city road traffic traffic safety principal component analysis
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参考文献11

  • 1李艳双,曾珍香,张闽,于树江.主成分分析法在多指标综合评价方法中的应用[J].河北工业大学学报,1999,28(1):94-97. 被引量:234
  • 2李华成,唐阳山,李江,席建锋,李文波.基于模糊综合评判的高等级公路安全评价方法[J].长春理工大学学报(自然科学版),2006,29(3):109-112. 被引量:4
  • 3卢晓红,宋开亮,程斌.道路交通系统安全分析[J].山西建筑,2006,32(1):279-281. 被引量:1
  • 4Carey M,Mccartney M.Behaviour of a whole 21 inktrave 12 time model used in dynamic traffic assignment[J].Trans on Research 2B, 2002,36( 1 ) : 83-95.
  • 5Daganzo C F.Properties of link travel times under dynamic load[J]. Trans on Research 2B, 1995,29(2) :95-98.
  • 6Singh M G,Tamura H.Modeling and hierarchical optimization for oversaturated urban road traffic network[J].Int J Control, 1974,20(6): 913-934.
  • 7Baras J S,Lin T S,Levine W S,et al.Discrete-time point process in urban traffic queue estimation[J].IEEE Trans Automat Contr, 1979,24( 1 ): 12-27.
  • 8Kashini H R,Saradis G N.A learning algorithm for adaption to traffics dynamic variation[C]//the 6th IFAC Sym on Identification and System Parameter Estimation,Arlington,Virginia,USA,1982,719-723.
  • 9Kitano H.Empirical studies on the speed of convergence of the neural network training by genetic algorithm[C]//Proc of AAA 1290, Bo ston, 1990.
  • 10Seywald H,Kamar R R,Deshpande S M.Genetic algorithm approach for optimal control problems with linearly appearing controls[J].J of Guidance, Control and Dynamics, 1995,18(1) : 177-182.

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