Application of Artificial Neural Network in Fluid Mechanics Teaching Evaluation System

被引:0
作者
Zhu Changjun [1 ]
Zhou Jihong [1 ]
机构
[1] Hebei Univ Engn, Coll Urban Construct, Handan 056038, Hebei, Peoples R China
来源
PROCEEDINGS OF 2008 INTERNATIONAL SEMINAR ON EDUCATION MANAGEMENT AND ENGINEERING | 2008年
关键词
neural network; teaching evaluation; fluid mechanics;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Based on the neural network method, a neural network model for comprehensive evaluation of teaching levels in fluid mechanics is built because the classic statistics method and static model can not meet the demand of precision to the nonlinear and uncertain system.. The structure of the neural network model is described. The model is trained with fifty samples and tested with twenty samples. The test results agree well with the actual situation, showing that the model is effective in evaluating the teaching levels.
引用
收藏
页码:505 / 508
页数:4
相关论文
共 50 条
  • [31] Artificial Neural Network System for the Design of Airbag Fabrics
    Behera, B. K.
    Goyal, Y.
    JOURNAL OF INDUSTRIAL TEXTILES, 2009, 39 (01) : 45 - 55
  • [32] The application of artificial neural network in watch modeling design with network community media
    Gao, Yuchen
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 15 (Suppl 1) : 99 - 99
  • [33] Application of artificial neural network for determination of standard time in machining
    Izabela Kutschenreiter-Praszkiewicz
    Journal of Intelligent Manufacturing, 2008, 19 : 233 - 240
  • [34] Application of artificial intelligence neural network in new energy microgrid
    Li Chenghan
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [35] Application of artificial neural network in rainfall-runoff model
    Li, Z.
    Deng, P.
    Dong, J.
    FROM HEADWATERS TO THE OCEAN: HYDROLOGICAL CHANGES AND WATERSHED MANAGEMENT, 2009, : 277 - 280
  • [36] Application of artificial neural network in optimal design of step motor
    Chen, J
    Yu, ZM
    ICEMS'2001: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS I AND II, 2001, : 1125 - 1128
  • [37] Applied Research of Fuzzy Neural Network Algorithm in Teaching Evaluation
    Lou, Chunyi
    Lu, Liang
    Shi, Ying
    Ding, Yan
    2016 INTERNATIONAL CONGRESS ON COMPUTATION ALGORITHMS IN ENGINEERING (ICCAE 2016), 2016, : 204 - 209
  • [38] Research on the Teaching Evaluation Model Based on BP Neural Network
    Zhang, Xi
    Gan, Xianggen
    Wu, Ren
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 165 - 169
  • [39] Application of an Artificial Neural Network in the Prognosis of Chronic Myeloid Leukemia
    Dey, Pranab
    Lamba, Amit
    Kumari, Savita
    Marwaha, Neelam
    ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY, 2011, 33 (06): : 335 - 339
  • [40] Evaluation of the compression index of soils using an artificial neural network
    Park, Hyun Il
    Lee, Seung Rae
    COMPUTERS AND GEOTECHNICS, 2011, 38 (04) : 472 - 481