A chaos algorithm based on prograssive optimality and tabu search algorithm

被引:0
作者
Yang, JJ [1 ]
Zhou, JZ [1 ]
Wu, W [1 ]
Liu, F [1 ]
Zhu, CJ [1 ]
Cao, GJ [1 ]
机构
[1] Huazhong Univ Sci & Technol, Wuhan 430074, Hubei, Peoples R China
来源
PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9 | 2005年
关键词
chaos; progressive optimality algorithm; tabu search; optimization;
D O I
暂无
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 analysis of the properties of progressive optimality algorithm (POA), tabu search (TS) and mutative scale chaos optimization algorithm (MSCOA), a chaos optimization algorithm is presented. The algorithm has not only the implicit parallelism and global convergence of POA, but also the intelligence of tabu search and the fast convergence of MSCOA. The simulation results show that the algorithm, with characters of simple, optimization efficiency and strong robustness etc., is a effective technique to solve larger-scale nonlinear programming problems.
引用
收藏
页码:2977 / 2981
页数:5
相关论文
共 18 条
  • [1] [Anonymous], J SYST ENG
  • [2] He YY, 2000, PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, P826, DOI 10.1109/WCICA.2000.863345
  • [3] IKEGUCHI T, 2002, P IEEE ISCAS, V3, P469
  • [4] Li Yadong, 2002, Control Theory & Applications, V19, P143
  • [5] Weighted gradient direction based chaos optimization algorithm for nonlinear programming problem
    Liu, SS
    Hou, ZJ
    [J]. PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 1779 - 1783
  • [6] LIU SS, 2002, P INT C POW SYST TEC, V2, P793
  • [7] Masuda K, 2002, SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5, P1313, DOI 10.1109/SICE.2002.1195379
  • [8] Suykens JAK, 2003, PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, P582
  • [9] Wang DF, 2002, 2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, P2116, DOI 10.1109/ICMLC.2002.1175412
  • [10] WANG L, 2003, INTELLIGENT OPTIMIZA