Normalisation methods on neural networks for predicting pavement layer moduli

被引：0
|
作者：
Kim, Daehyon [1 ]
Kim, Jae-Min [1 ]
Mun, Sung-Ho [2 ]
机构：
[1] Department of Civil and Environmental Engineering, Chonnam National University, Dundeok-dong, Yeosu-si, Jeonnam, 550-749, Korea, Republic of
[2] Seoul National University of Science and Technology, School of Civil Engineering, Korea, Republic of
来源：
Road and Transport Research | 2010年 / 19卷 / 03期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：38 / 46
相关论文
共 50 条
  • [41] Backcalculation of pavement layer moduli and Poisson's ratio using data mining
    Saltan, Mehmet
    Terzi, Serdal
    Kucuksille, Ecir Ugur
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (03) : 2600 - 2608
  • [42] Determination of optimal identity points for backcalculating the structural layer moduli of asphalt pavement
    Hu, Yue
    Zang, Guoshuai
    Sun, Lijun
    Liu, Liping
    Cheng, Huailei
    CHINESE SCIENCE BULLETIN-CHINESE, 2020, 65 (30): : 3287 - 3297
  • [43] Evaluating the recycled pavement performance and layer moduli at variable temperature by nondestructive tests
    Mehranfar, Vida
    Modarres, Amir
    INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, 2020, 21 (07) : 817 - 829
  • [44] Development of a methodology to backcalculate pavement layer moduli using the traffic speed deflectometer
    Elbagalati, Omar
    Mousa, Momen
    Elseifi, Mostafa A.
    Gaspard, Kevin
    Zhang, Zhongjie
    CANADIAN JOURNAL OF CIVIL ENGINEERING, 2018, 45 (05) : 377 - 385
  • [45] A correlation-between dynamic cone penetrometer values and pavement layer moduli
    Chen, DH
    Lin, DF
    Liau, PH
    Bilyeu, J
    GEOTECHNICAL TESTING JOURNAL, 2005, 28 (01): : 42 - 49
  • [46] A statistical approach for pavement layer moduli backcalculation as a function of traffic speed deflections
    Mabrouk, Gamal M.
    Alrashydah, Esraa
    Masad, Ahmad
    Elbagalati, Omar
    Al-Sabaeei, Abdulnaser M.
    Dessouky, Samer
    Fuentes, Luis
    Walubita, Lubinda
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2022, 7 (05)
  • [47] Effect of frequency-dependent asphalt concrete layer moduli on pavement response
    Chatti, K
    Kim, T
    NONDESTRUCTIVE TESTING OF PAVEMENTS AND BACKCALCULATION OF MODULI, 3RD VOLUME, 2000, 1375 : 365 - 382
  • [48] Modeling stress- and moisture-induced variations in pavement layer moduli
    Richter, CA
    Schwartz, CW
    PAVEMENT ASSESSMENT, MONITORING, AND EVALUATION 2003: PAVEMENT DESIGN, MANAGEMENT, AND PERFORMANCE, 2003, (1860): : 33 - 40
  • [49] Predicting Telephone Traffic Congestion using Multi Layer Feedforward Neural Networks
    Markus, E. D.
    Okereke, O. U.
    Agee, J. T.
    ADVANCES IN MATERIALS AND SYSTEMS TECHNOLOGIES III, 2012, 367 : 191 - +
  • [50] Backcalculation of layered elastic moduli of asphalt pavement using BP neural network
    Yang, Guo-Liang
    Wu, Kuang-Huai
    Zhongshan Daxue Xuebao/Acta Scientiarum Natralium Universitatis Sunyatseni, 2008, 47 (05): : 44 - 48
12345