Intelligent Generating Test Paper Based on Improved Genetic Algorithm

被引：0
|
作者：
Tang, Zhao-xia [1 ]
机构：
[1] Huaiyin Univ Technol, Dept Comp Engn, Huaan, Peoples R China
来源：
PROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017) | 2017年
关键词：
genetic algorithm; cross; variation;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
a new algorithm for intelligent test based on genetic algorithm is proposed in this paper. Firstly, this algorithm improves the basic genetic algorithm for two times, furthermore, the cross-probability and variation-probability of the genetic algorithm can be adjusted according to the degree of individual adaption. In this way, the individual structure of high fitness is not destroyed, and the phenomenon of slow search speed is overcome, thereby it effectively improves the speed and quality of the test paper. The experimental results show that the improved algorithm significantly improves the global optimization ability and speed, it has high robustness.
引用
收藏
页码：132 / 137
页数：6
相关论文
共 50 条
  • [1] Research on intelligent algorithm to generating test paper based on genetic algorithm
    Jin, HJ
    Wang, XR
    Zhang, YK
    Wang, YL
    [J]. Proceedings of the 11th Joint International Computer Conference, 2005, : 588 - 591
  • [2] Research on Intelligent Generating Test Paper Based on Parallel Genetic Algorithm
    Li, Jianjun
    Wang, Meng
    [J]. SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 2, 2012, 115 : 161 - +
  • [3] Research on Intelligent Test Paper Based on Improved Genetic Algorithm
    Nan, Ruitao
    Li, Jingmei
    [J]. ADVANCED HYBRID INFORMATION PROCESSING, 2018, 219 : 173 - 176
  • [4] Intelligent Generating Test Paper Scheme for English Class Based on Genetic Algorithm
    Xue, Jiang
    [J]. 2014 SIXTH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA), 2014, : 358 - 362
  • [5] Research on Intelligent Test Paper Generation Based on Improved Genetic Algorithm
    Ming, Huang
    Ling, Tang
    Xu, Liang
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 2967 - 2970
  • [6] An improved genetic algorithm for Intelligent test paper generation
    Jun, Nie
    [J]. 2014 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA), 2014, : 72 - 75
  • [7] Research on Intelligent Test Paper Auto-generating Algorithm Based on Improved GA
    Zhou, Yancong
    Li, Yuanyuan
    Feng, Chao
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3938 - +
  • [8] Test Paper Generating Method Based on Genetic Algorithm
    Li Yan
    Li Shuhong
    Li Xiurong
    [J]. AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS, 2012, 1 : 549 - 553
  • [9] Research On Intelligent Test Paper Generating Strategy Based On Genetic Algorithm And BP Neural Network
    Liu, Chao
    Hu, Yan
    [J]. PROCEEDINGS OF THE 2017 2ND JOINT INTERNATIONAL INFORMATION TECHNOLOGY, MECHANICAL AND ELECTRONIC ENGINEERING CONFERENCE (JIMEC 2017), 2017, 62 : 157 - 160
  • [10] A Fast and Efficient Algorithm for Intelligent Test Paper Generating
    Chen, Xiumin
    [J]. PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, 2011, 124 : 231 - 236
12345