Testing Paper Optimization Based on Improved Particle Swarm Optimization

被引:0
|
作者
Du, Xiang-Ran [1 ]
Wu, Shu-Jin [1 ]
He, Yu-Lin [1 ]
机构
[1] Tianjin Maritime Coll, Tianjin, Peoples R China
关键词
Artificial intelligence; Evaluation function; Examination system; Particle swarm optimization; Self-learning; DESIGN;
D O I
10.1007/978-3-319-49568-2_1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Computerized Examination System is an important part in computer aided education, which not only examines the learning outcome of every candidate, but also provides feedback for further improvement. The construction of the computerized examination system is time consuming and requires plenty of domain as well as pedagogy related information. This paper presents an examination sheet optimization based on the improved particle swarm optimization. The results obtained from the study show that the improved particle swarm optimization effectively enhance the effectiveness level of the computerized examination system without the help of the educational experts after a lot of training.
引用
收藏
页码:3 / 9
页数:7
相关论文
共 50 条
  • [21] Design Optimization of GIS Spacer Based on Improved Particle Swarm Optimization
    Gao, Youhua
    Shen, Li
    Li, Yanbin
    Liu, Xiaoming
    Cao, Yundong
    [J]. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008, : 1135 - 1138
  • [22] Improved Set-based Particle Swarm Optimization for Portfolio Optimization
    Erwin, Kyle
    Engelbrecht, Andries
    [J]. 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 1573 - 1580
  • [23] Optimization Scheduling of Power System Based on Improved Particle Swarm Optimization
    Lu, Mengke
    Du, Wei
    Tian, Ruiping
    Li, Deyi
    [J]. 2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 945 - 951
  • [24] Robust airfoil optimization based on improved particle swarm optimization method
    Wang, Yuan-yuan
    Zhang, Bin-qian
    Chen, Ying-chun
    [J]. APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION, 2011, 32 (10) : 1245 - 1254
  • [25] Improved VRP based on particle swarm optimization algorithm
    Chen, Zixia
    Xuan, Youshi
    [J]. DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 436 - 439
  • [26] Improved Particle Swarm Optimization Based on Genetic Algorithm
    Dou, Chunhong
    Lin, Jinshan
    [J]. SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 2, 2012, 115 : 149 - 153
  • [27] Image matching based on improved Particle Swarm Optimization
    Guo, YongFang
    Sun, YiCai
    [J]. 2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 862 - 865
  • [28] An Improved Particle Swarm Optimization Method Based on Chaos
    Yang, Zuyuan
    Yang, Huafen
    Yang, You
    Zhang, Lihui
    [J]. 2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 209 - 213
  • [29] AGV controller based on improved particle swarm optimization
    Zhou, Xinmin
    Zhang, Yimei
    Chen, Tianwei
    [J]. 2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 207 - 210
  • [30] An Improved Particle Swarm Optimization Based on Bacterial Chemotaxis
    Niu, Ben
    Zhu, Yunlong
    He, Xiaoxian
    Zeng, Xiangping
    [J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3193 - +