Research on Computer Intelligent Test Paper Composition Based on Genetic Algorithm

被引:0
|
作者
Wang, Liming [1 ]
机构
[1] Bohai Univ, Coll Foreign Languages, Jinzhou 121013, Peoples R China
关键词
test paper composition; genetic algorithm; selection; crossover; mutation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The test paper composition is an important part of the exam, how to choose an efficient, scientific and rational way, can ensure test papers the greatest extent possible to meet the different needs of users, and random, science, rationality and other characteristics, it is very critical. Aiming at the limitations of the traditional method of generating test paper problem, this paper uses genetic algorithm of generating test paper. Firstly, the mathematical model of the generating test paper algorithmic; then, through a graphical illustration of the basic principles of genetic algorithms; then studied the application of genetic algorithm in intelligent test paper composition and illustrates the main steps of intelligent test paper composition; Finally, genetic manipulation of intelligent test paper composition, continue to carry out individual fitness evaluation, selection, crossover and mutation until the search for the optimal solution or satisfactory solution. Using the genetic algorithms for intelligent test paper composition, it reduces the workload of teachers, to promote scientific and standardized test management has important practical value.
引用
收藏
页码:1029 / 1034
页数:6
相关论文
共 50 条
  • [41] The Genetic Algorithm in the Test Paper Generation
    Hu, Jian-Jun
    Sun, Yue-Hong
    Xu, Qing-Zhen
    [J]. WEB INFORMATION SYSTEMS AND MINING, PT I, 2011, 6987 : 109 - +
  • [42] A test sheet generating algorithm based on intelligent genetic algorithm and hierarchical planning
    Gu, Peipei
    Niu, Zhendong
    Chen, Xuting
    Chen, Wei
    [J]. FOURTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2012), 2012, 8334
  • [43] The Pose of Data Model and Research based on Analysis of Intelligent Test Paper
    Fang, CaiLi
    Wu, Lin
    [J]. SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 2203 - +
  • [44] An Test Sheet Generating Algorithm Based on Intelligent Genetic Algorithm and Hierarchical Planning
    Gu, Peipei
    Niu, Zhendong
    Chen, Xuting
    Chen, Wei
    [J]. FIFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2012): ALGORITHMS, PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2013, 8784
  • [45] Research of Intelligent Generating Test Paper Method Based on Fuzzy Logic
    Ru, Qing-yun
    Liu, Dan
    Wang, Xiu-lan
    [J]. 2012 7TH INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING (SOSE), 2012, : 917 - 920
  • [46] Design of Intelligent Political Test Paper Generation Method Based on Improved Intelligent Optimization Algorithm
    Wan, Qing
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2024, 11 (05): : 12 - 13
  • [47] Research on intelligent identification method based on hybrid genetic algorithm
    Jiang, Weijin
    [J]. 2007, Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States (03):
  • [48] Research in Neural Network Intelligent Method Based on Genetic Algorithm
    Xu, Jin-li
    Tan, Long-yuan
    Pan, Hao
    [J]. PROCEEDINGS OF THE 2009 PACIFIC-ASIA CONFERENCE ON CIRCUITS, COMMUNICATIONS AND SYSTEM, 2009, : 674 - +
  • [49] Strategy and Applied Research of Multi-Constrained Model of Automatic Test Paper Based on Genetic Algorithm
    Liu, Zhifeng
    Shi, Ji
    Liu, Jia
    Li, Yang
    [J]. ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION, PTS 1 AND 2, 2011, 37-38 : 1223 - 1230
  • [50] An Intelligent Test Paper Generation Algorithm Based on Adjustment of Overall Difficulty Degrees
    Han, Guiying
    Li, Xizuo
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 2879 - +