Description of Relation between Speed and Traffic Flow Density by Modification of Least Square Method

被引:0
|
作者
Oshkhunov, Muaed M. [1 ]
Dzhankulaeva, Madina A. [1 ]
Yakhutlov, Martin M. [2 ]
机构
[1] Kabardino Balkarian State Univ, Inst Phys & Math, Dept Appl Math & Informat, Nalchik, Russia
[2] Kabardino Balkarian State Univ, Polytech Inst, Dept Technol & Equipment Automated Prod, Nalchik, Russia
来源
2018 IEEE INTERNATIONAL CONFERENCE QUALITY MANAGEMENT, TRANSPORT AND INFORMATION SECURITY, INFORMATION TECHNOLOGIES (IT&QM&IS) | 2018年
关键词
least square method; traffic flow model; non-uniqueness of solution; variance; classical approach;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Method for approximation of speed (km/h) and traffic flow density (auto/km) relation by new square least method in mathematical traffic flow models is presented. The main idea of modification of least square method is minimization of sum square distances between experimental points and prime line. The non-uniqueness of the problem's solution and reduce the variance of the approximation compared to the classical approach are shown.
引用
收藏
页码:467 / 468
页数:2
相关论文
共 50 条
  • [41] Relation between contents of dynamic information and response features of traffic flow
    Yokoya, Y
    IVEC 2001: PROCEEDINGS OF THE IEEE INTERNATIONAL VEHICLE ELECTRONICS CONFERENCE, 2002, : 203 - 208
  • [42] Relationship Between Traffic Density, Speed, and Safety and Its Implications for Setting Variable Speed Limits on Freeways
    Kononov, Jake
    Durso, Catherine
    Reeves, David
    Allery, Bryan K.
    TRANSPORTATION RESEARCH RECORD, 2012, (2280) : 1 - 9
  • [43] Modeling traffic's flow-density relation: Accommodation of multiple flow regimes and traveler types
    Kockelman, KM
    TRANSPORTATION, 2001, 28 (04) : 363 - 374
  • [44] Modeling the Effects of Rainfall Intensity on Traffic Speed, Flow, and Density Relationships for Urban Roads
    Lam, William H. K.
    Tam, Mei Lam
    Cao, Xinqing
    Li, Xiangmin
    JOURNAL OF TRANSPORTATION ENGINEERING, 2013, 139 (07) : 758 - 770
  • [45] Modeling traffic's flow-density relation: Accommodation of multiple flow regimes and traveler types
    Kara Maria Kockelman
    Transportation, 2001, 28 : 363 - 374
  • [46] 3D Analysis of Magnetohydrodynamic Flow Employing Meshless Method Based on Weighted Least Square Method
    Matsuzawa, Shuhei
    Hirata, Katsuhiro
    Miyasaka, Fumikazu
    2016 IEEE CONFERENCE ON ELECTROMAGNETIC FIELD COMPUTATION (CEFC), 2016,
  • [47] A Moving-Least-Square Immersed Boundary Method for Rigid and Deformable Boundaries in Viscous Flow
    Duc-Vinh Le
    Khoo, Boo-Cheong
    COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2017, 22 (04) : 913 - 934
  • [48] Application of the moving-weighted least-square method to identifying sanitary flow pattern
    Liu, Xingpo
    Liu, Suiqing
    Zhou, Yuwen
    Tongji Daxue Xuebao/Journal of Tongji University, 2006, 34 (08): : 1070 - 1074
  • [49] Measurement Method of the Least Mean Square Adaptive Filtering Parameters for Gas-solid Flow
    Xie, Ruidong
    Yi, Yingmin
    Yang, Haichuan
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 1283 - 1287
  • [50] DETERMINATION OF OBSERVATION WEIGHT TO CALIBRATE FREEWAY TRAFFIC FUNDAMENTAL DIAGRAM USING WEIGHTED LEAST SQUARE METHOD (WLSM)
    Zhang, Chunbo
    Guo, Xiucheng
    Xi, Zhenping
    PROMET-TRAFFIC & TRANSPORTATION, 2017, 29 (02): : 203 - 212