Development of a Compound Optimization Approach Based on Imperialist Competitive Algorithm

被引：0
|
作者：
Wang, Qimei [1 ]
Yang, Zhihong [2 ]
Wang, Yong [2 ]
机构：
[1] Northeast Normal Univ, Sch Business, Changchun, Peoples R China
[2] Shandong Univ, Inst IE, Sch ME, Jinan, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED MECHANICS, MECHATRONICS AND INTELLIGENT SYSTEMS (AMMIS2015) | 2016年
关键词：
Optimization; Imperialist Competitive Algorithm; Nelder-Mead Simplex Method;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper, an improved novel approach is developed for the imperialist competitive algorithm to achieve a greater performance. The Nelder-Meand simplex method is applied to execute alternately with the original procedures of the algorithm. The approach is tested on twelve widely-used benchmark functions and is also compared with other relative studies. It is shown that the proposed approach has a faster convergence rate, better search ability, and higher stability than the original algorithm and other relative methods.
引用
收藏
页码：611 / 617
页数：7
相关论文
共 50 条
  • [31] Analog Circuit Optimization via a Modified Imperialist Competitive Algorithm
    Razzaghpour, Milad
    Rusu, Ana
    [J]. 2011 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2011, : 2273 - 2276
  • [32] Imperialist Competitive Algorithm using Chaos Theory for Optimization (CICA)
    Bahrami, Helena
    Faez, Karim
    Abdechiri, Marjan
    [J]. 2010 12TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2010, : 98 - 103
  • [33] An improved imperialist competitive algorithm for multi-objective optimization
    Bilel, Najlawi
    Mohamed, Nejlaoui
    Zouhaier, Affi
    Lotfi, Romdhane
    [J]. ENGINEERING OPTIMIZATION, 2016, 48 (11) : 1823 - 1844
  • [34] Parameters Optimization of a Multi-pass Milling Process Based on Imperialist Competitive Algorithm
    Yang, Yang
    Li, Xinyu
    Gao, Liang
    [J]. PROCEEDINGS OF THE 2013 IEEE 17TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2013, : 406 - 410
  • [35] An Improved Optimization Approach Based on Competitive Algorithm
    Wang, Qi-Mei
    Xu, Shu-Hui
    Yang, Zhi-Hong
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MANAGEMENT ENGINEERING AND MANAGEMENT INNOVATION, 2015, 3 : 306 - 311
  • [36] Imperialist Competitive Algorithm based optimal power flow
    Ranjbar, Hossein
    Zarei, Seyed Fariborz
    Hosseini, Seyed Hamid
    [J]. 2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2014, : 746 - 750
  • [37] Diagnosis of colorectal cancer based on imperialist competitive algorithm
    Raju, B. Ratna
    Swamy, G. N.
    Raju, K. Padma
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (04) : 5359 - 5368
  • [38] Incoherent beam combining based on imperialist competitive algorithm
    Song, Jikun
    Yang, Guoqing
    Li, Yuanyang
    Wang, Tingfeng
    [J]. OPTIK, 2018, 168 : 1 - 9
  • [39] Diagnosis of colorectal cancer based on imperialist competitive algorithm
    Ratna Raju, B.
    Swamy, G.N.
    Padma Raju, K.
    [J]. Ratna Raju, B. (ratnarajumes@gmail.com), 1600, IOS Press BV (39): : 5359 - 5368
  • [40] Structural Reliability Analysis Based on Imperialist Competitive Algorithm
    Hao Yan
    Meng Guang-wei
    Zhou Zhen-ping
    Li Feng
    [J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS, 2013, : 570 - 574
12345