Non-parameter-regression traffic flow forecast method based on KD-tree and genetic optimization

被引：0
|
作者：
Jia, Ning [1 ]
Ma, Shou-Feng [1 ]
Zhong, Shi-Quan [1 ]
机构：
[1] College of Management and Economics, Tianjin University, Tianjin 300072, China
来源：
Kongzhi yu Juece/Control and Decision | 2012年 / 27卷 / 07期
关键词：
Nearest neighbor search - Trees (mathematics) - Street traffic control - Parameter estimation - Regression analysis - Flow patterns - Forecasting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：991 / 996
相关论文
共 50 条
  • [41] Short-term traffic flow forecast of highway network based on chaos time series method
    Zhang, Hao, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
  • [42] Regression-decision-tree based parameter optimization of measurement-device-independent quantum key distribution
    Liu, Tian-Le
    Xu, Xiao
    Fu, Bo-Wei
    Xu, Jia-Xin
    Liu, Jing-Yang
    Zhou, Xing-Yu
    Wang, Qin
    ACTA PHYSICA SINICA, 2023, 72 (11)
  • [43] A new nondominated sorting genetic algorithm based on the regression line for fuzzy traffic signal optimization problem
    Asadi, H.
    Moghaddam, R. Tavakkoli
    Pour, N. Shahsavari
    Najafi, E.
    SCIENTIA IRANICA, 2018, 25 (03) : 1712 - 1723
  • [44] Parameter Forecast and Parameter Optimization of High Inner-pressure Hydro-forming Tees Based on Genetic Algorithms and Back Propagation Algorithms
    Zhang, Jian
    Li, Tan
    Chen, Xu
    Gu, Li
    Wang, Zhihua
    Cui, Hongxiang
    PHYSICAL AND NUMERICAL SIMULATION OF MATERIAL PROCESSING VI, PTS 1 AND 2, 2012, 704-705 : 1223 - 1230
  • [45] SHORT-TERM TRAFFIC FLOW PREDICTION METHOD IN BAYESIAN NETWORKS BASED ON QUANTILE REGRESSION
    Luo, Jing
    PROMET-TRAFFIC & TRANSPORTATION, 2020, 32 (06): : 821 - 835
  • [46] Deep belief network-based support vector regression method for traffic flow forecasting
    Xu, Haibo
    Jiang, Chengshun
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (07): : 2027 - 2036
  • [47] Deep belief network-based support vector regression method for traffic flow forecasting
    Haibo Xu
    Chengshun Jiang
    Neural Computing and Applications, 2020, 32 : 2027 - 2036
  • [48] FIST: A Feature -Importance Sampling and Tree -Based Method for Automatic Design Flow Parameter Tuning
    Xie, Zhiyao
    Fang, Guan-Qi
    Huang, Yu-Hung
    Ren, Haoxing
    Zhang, Yanqing
    Khailany, Brucek
    Fang, Shao-Yun
    Hu, Jiang
    Chen, Yiran
    Barboza, Erick Carvajal
    2020 25TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2020, 2020, : 19 - 25
  • [49] Parameter optimization method for antimisalignment of inductive power transfer system based on genetic algorithm
    Cai, Jin
    Wu, Xu-Sheng
    Sun, Pan
    Sun, Jun
    Deng, Qi-jun
    JOURNAL OF POWER ELECTRONICS, 2021, 21 (12) : 1888 - 1899
  • [50] Parameter optimization on valve and fuel timing of diesel engines based on genetic algorithms method
    Shanghai Jiaotong University, Shanghai 200030, China
    Nongye Jixie Xuebao, 2006, 9 (44-46):
12345