Application of a Modified SAGACIA Optimization Algorithm in Multimodal Function Optimization

被引：0
|
作者：
Cao, Xiushuang [1 ]
Zhou, Haomiao [1 ]
Ma, Junshuang [1 ]
Zhou, Yaluo
机构：
[1] Tangshan Coll, Dept Informat Engn, Tangshan 063000, Peoples R China
来源：
ICMS2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION ICMS2010, VOL 5: APPLIED MATHEMATICS AND MATHEMATICAL MODELLING | 2010年
关键词：
SAGACIA Optimization Algorithm; Multimodal Function; Adaptive Step delta '; Convergence Property;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Aiming at the problem which searches step delta' parameter is invariable in the process of SAGACIA optimization algorithm, the adaptive step was presented, which makes step parameter delta' change adaptively in the process of optimization. And the modified adaptive SAGACIA optimization algorithm was used in optimizing multimodal function, which efficiently solves the partial search performance and the global convergence. The results of the applications showed that the modified SAGACIA optimization algorithm is practical and efficient.
引用
收藏
页码：110 / 113
页数：4
相关论文
共 50 条
  • [1] A powerful modified Genetic Algorithm for multimodal function optimization
    Guo, ZJ
    Zheng, HT
    Jiang, JP
    PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 3168 - 3173
  • [2] Modified Brain Storm Optimization Algorithm for Multimodal Optimization
    Guo, Xiaoping
    Wu, Yali
    Xie, Lixia
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2014, PT II, 2014, 8795 : 340 - 351
  • [3] Hierarchical particle swarm optimization algorithm for multimodal function optimization
    School of Information Engineering, Wuhan University of Technology, Wuhan, Hubei, China
    Metall. Min. Ind., 9 (908-916):
  • [4] A novel macroevolutionary algorithm with application to complex multimodal function optimization problems
    Zhang Ji-hui
    Xu Jun-qin
    Zhang Shao-lan
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 817 - +
  • [5] Niche Differential Evolution Algorithm and Its Application in Multimodal Function Optimization
    Li, Na
    Li, Yuanxiang
    Huang, Zhiguo
    Wang, Yong
    ADVANCED DESIGN TECHNOLOGY, PTS 1-3, 2011, 308-310 : 2431 - 2435
  • [6] Modified Mendel operation for multimodal function optimization
    Park, CS
    Lee, H
    Bang, HC
    Tahk, MJ
    PROCEEDINGS OF THE 2001 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2001, : 1388 - 1392
  • [7] Modified differential evolution algorithm and its application in function optimization
    Hu, Zhong-Bo
    Xiong, Sheng-Wu
    Hu, Fu-Gao
    Su, Qing-Hua
    Wuhan Ligong Daxue Xuebao/Journal of Wuhan University of Technology, 2007, 29 (04): : 125 - 128
  • [8] Immune cloud particle swarm optimization algorithm for multimodal function optimization
    College of Electrical and Information Engineering, Hunan University, Changsha 410082, China
    不详
    Yi Qi Yi Biao Xue Bao, 8 (1756-1765):
  • [9] Design of a novel multimodal optimization algorithm and its application in logistics optimization
    Gao, Weishang
    Gao, Qin
    Sun, Lijie
    Chen, Yue
    ELECTRONIC RESEARCH ARCHIVE, 2024, 32 (03): : 1946 - 1972
  • [10] Multivariant optimization algorithm for multimodal optimization
    Li, Baolei
    Shi, Xinling
    Gou, Changxing
    Li, Tiansong
    Liu, Yajie
    Liu, Lanjuan
    Zhang, Qinhu
    MECHANICAL ENGINEERING, MATERIALS AND ENERGY III, 2014, 483 : 453 - 457
12345