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
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
  • [21] A simple and effective evolutionary algorithm for multimodal function optimization
    Jiang, DZ
    Wu, ZJ
    Kang, LS
    Progress in Intelligence Computation & Applications, 2005, : 257 - 261
  • [22] Multimodal Function Optimization based on Improved ABC Algorithm
    Liu, Wen
    Liu, Libo
    Zhang, Tuqian
    Liu, Jing
    PROCEEDINGS OF 2016 9TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2016, : 246 - 249
  • [23] Immune Multi-population Firefly Algorithm and Its Application in Multimodal Function Optimization
    Zhou, Jiufang
    Wu, Jianhui
    Chen, Hua
    PROCEEDINGS OF 2018 IEEE 9TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2018, : 319 - 322
  • [24] A New Modified Firefly Algorithm for Function Optimization
    Sarangi, Shubhendu Kumar
    Panda, Rutuparna
    Priyadarshini, Sabnam
    Sarangi, Archana
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 2944 - 2949
  • [25] A Modified Gravitational Search Algorithm for Function Optimization
    He, Shoushuai
    Zhu, Lei
    Wang, Lei
    Yu, Lu
    Yao, Changhua
    IEEE ACCESS, 2019, 7 : 5984 - 5993
  • [26] Modified Local Neighborhood Based Niching Particle Swarm Optimization for Multimodal Function Optimization
    Ghosh, Pradipta
    Zafar, Hamim
    Mandal, Ankush
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT I, 2011, 7076 : 199 - 208
  • [27] A niching chaos optimization algorithm for multimodal optimization
    Cholmin Rim
    Songhao Piao
    Guo Li
    Unsun Pak
    Soft Computing, 2018, 22 : 621 - 633
  • [28] A Novel Multivariant Optimization Algorithm for Multimodal Optimization
    Gou, Changxing
    Shi, Xinling
    Li, Baolei
    Li, Tiansong
    Liu, Lanjuan
    Zhang, Qinhu
    Liu, Yajie
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 1623 - 1627
  • [29] A modified Genetic Algorithm based on the best schema and its application for function optimization
    Zi, G
    Peng, CW
    Zou, MZ
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 615 - 618
  • [30] Multivariant Optimization Algorithm with Absorption for Multimodal Optimization
    Gou, Changxing
    Shi, Xinling
    Li, Baolei
    Li, Tiansong
    Liu, Yajie
    Liu, Lanjuan
    Zhang, Qinhu
    Li, Jingjing
    MECHANICAL ENGINEERING, MATERIALS AND ENERGY III, 2014, 483 : 458 - +