Research of Multi-modal Immune Algorithm

被引:0
|
作者
Yang, Kongyu [1 ]
Gao, Binbin [1 ]
Liang, Yan [1 ]
机构
[1] Beijing Informat Sci & Technol Univ, Beijing 100192, Peoples R China
关键词
D O I
10.1109/ICNC.2008.529
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Based on the intelligent mechanisms and several typical mathematical models which are abstracted from the immune system, a model framework for general multi-modal optimization immune algorithms (MIA) is proposed According to this framework, a kind of real MIA is designed Plentiful simulation experiments for the algorithm are performed and compared with similar algorithms respectively, and the results show that it has better validity, adaptability and less computational quantity.
引用
收藏
页码:222 / 226
页数:5
相关论文
共 50 条
  • [1] Theoretic Analysis of Multi-modal Immune Algorithm
    Yang, Kongyu
    Gao, Binbin
    Liang, Yan
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2008, : 384 - 387
  • [2] Research and Implementation of of Multi-modal Face Recognition Algorithm
    Ye Jihua
    Xia Guomiao
    Hu Dan
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2086 - 2090
  • [3] A multi-modal immune optimization algorithm for IIR filter design
    Lu, Hong
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 2, PROCEEDINGS, 2008, : 73 - 77
  • [4] Multi-modal topological optimization of structure using immune algorithm
    Luh, GC
    Chueh, CH
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2004, 193 (36-38) : 4035 - 4055
  • [5] Research on unified recognition model and algorithm for multi-modal gestures
    Xiaopei G.
    Zhiquan F.
    Kaiyun S.
    Hong L.
    Wei X.
    Jianping B.
    Journal of China Universities of Posts and Telecommunications, 2019, 26 (02): : 30 - 42
  • [6] Research on unified recognition model and algorithm for multi-modal gestures
    Guo Xiaopei
    Feng Zhiquan
    Sun Kaiyun
    Liu Hong
    Xie Wei
    Bi Jianping
    The Journal of China Universities of Posts and Telecommunications, 2019, 26 (02) : 30 - 42
  • [7] Research on Genetic Algorithm Solving Multi-modal Optimization Problem
    Xiao, Shoubai
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL, 2015, 125 : 712 - 718
  • [8] A multi-modal immune algorithm for the job-shop scheduling problem
    Luh, Guan-Chun
    Chueh, Chung-Huei
    INFORMATION SCIENCES, 2009, 179 (10) : 1516 - 1532
  • [9] Job shop scheduling optimization using multi-modal immune algorithm
    Luh, Guan-Chun
    Chueh, Chung-Huei
    NEW TRENDS IN APPLIED ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2007, 4570 : 1127 - +
  • [10] Novel immune algorithm and its application to multi-modal function optimization
    Zhang, Zhu-Hong
    Huang, Xi-Yue
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2004, 21 (01): : 17 - 21