A basic study of parameter analysis and adaptation of cuckoo search

被引：0
作者：
Kumagai, Wataru [1 ]
Member, Student [1 ]
Tamura, Kenichi [1 ]
Tsuchiya, Junichi [1 ]
Yasuda, Keiichiro [1 ]
机构：
[1] Tokyo Metropolitan University, 1-1, Minami-Osawa, Hachioji, Tokyo
来源：
IEEJ Transactions on Electronics, Information and Systems | 2015年 / 135卷 / 06期
基金：
日本学术振兴会;
关键词：
Cuckoo search; Lévy flights; Meta-heuristics; Parameter adjustment; Stationary point process;
D O I：
10.1541/ieejeiss.135.721
中图分类号：
学科分类号：
摘要：
In this letter, a new technique which adaptively adjusts a parameter of Cuckoo Search (CS) is constructed after the basic parameter analysis for CS is qualitatively carried out.The performance of the proposed CS with adaptive parameter adjusting function is verified through numerical simulations for three types of typical benchmark problems. © 2015 The Institute of Electrical Engineers of Japan.
引用
收藏
页码：721 / 722
页数：1
相关论文
共 50 条
  • [1] Search Dynamics Analysis and Adaptive Parameter Adjustment of Cuckoo Search
    Kumagai, Wataru
    Tamura, Kenichi
    Yasuda, Keiichiro
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 1700 - 1705
  • [2] Adaptive Cuckoo Search Based on Ranking of Search Point
    Miyake, Yuki
    Tamura, Kenichi
    Tsuchiya, Junichi
    Yasuda, Keiichiro
    2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2017, : 1788 - 1792
  • [3] Adaptation of cuckoo search algorithm for the Motif Finding problem
    Elewa, Ebtehal S.
    Abdelhalim, M. B.
    Mabrouk, Mai S.
    2014 10TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO), 2014, : 87 - 91
  • [4] Analysis of Cuckoo Search Efficiency
    Barbosa, Carlos Eduardo M.
    Vasconcelos, Germano C.
    2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 1351 - 1358
  • [5] Comparative Study between Type-1 and Interval Type-2 Fuzzy Systems in Parameter Adaptation for the Cuckoo Search Algorithm
    Guerrero, Maribel
    Valdez, Fevrier
    Castillo, Oscar
    SYMMETRY-BASEL, 2022, 14 (11):
  • [6] Parameter Identification of Flexible Supercapacitors with Fractional Cuckoo Search
    AbdelAty, A. M.
    Fouda, M. E.
    Elbarawy, M. T. M. M.
    Attia, H. A.
    Radwan, A. G.
    2020 32ND INTERNATIONAL CONFERENCE ON MICROELECTRONICS (ICM), 2020, : 238 - 241
  • [7] A Study on Low-Temperature Model Parameter Identification of LTO Battery by Cuckoo Search
    Lu, Fan
    Liu, Dong
    Liu, Yang
    Li, Zhenwei
    Jiang, Qilong
    Chen, Yuanlong
    PROCEEDINGS OF THE 15TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2020), 2020, : 490 - 494
  • [8] Search point ranking-based adaptive cuckoo search
    Miyake, Yuki
    Kumagai, Wataru
    Tamura, Kenichi
    Yasuda, Keiichiro
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2018, 13 (07) : 1075 - 1076
  • [9] Adaptive cuckoo search based on evaluation and control of search state
    Kumagai W.
    Tamura K.
    Tsuchiya J.
    Yasuda K.
    1600, Institute of Electrical Engineers of Japan (136): : 1596 - 1609
  • [10] Bayesian Parameter Estimation of Weibull Mixtures Using Cuckoo Search
    Chi, Kuo
    Kang, Jianshe
    Wu, Kun
    Wang, Xuan
    2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS), 2016, : 411 - 414
12345