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
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
  • [31] A Spark-based Gaussian Bare-bones Cuckoo Search with dynamic parameter selection
    He, Zhihui
    Peng, Hu
    Deng, Changshou
    Tan, Yucheng
    Wu, Zhijian
    Wu, Shuangke
    2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 1220 - 1227
  • [32] Cuckoo Search Optimization for Reduction of a Greenhouse Climate Model
    Abdelhafid, Hasni
    Abdelkrim, Sehli
    Ahmed, Haffane
    Belkacem, Draoui
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2016, 7 (07) : 624 - 629
  • [33] Ensemble of cuckoo search variants
    Cheng, Jiatang
    Wang, Lei
    Xiong, Yan
    COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 135 : 299 - 313
  • [34] Parameter estimation of Takagi-Sugeno fuzzy system using heterogeneous cuckoo search algorithm
    Ding, Xueming
    Xu, Zhenkai
    Cheung, Ngaam J.
    Liu, Xiaohui
    NEUROCOMPUTING, 2015, 151 : 1332 - 1342
  • [35] IMPLEMENTATION ANALYSIS OF CUCKOO SEARCH FOR THE BENCHMARK ROSENBROCK AND LEVY TEST FUNCTIONS
    Odili, Julius Beneoluchi
    JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY-MALAYSIA, 2018, 17 (01): : 17 - 31
  • [36] Impacts of Linnik Flight Usage Patterns on Cuckoo Search for Real-Parameter Global Optimization Problems
    Nasa-Ngium, Patchara
    Sunat, Khamron
    Chiewchanwattana, Sirapat
    IEEE ACCESS, 2019, 7 : 83932 - 83961
  • [37] Fuzzy Logic Controller Parameter Optimization Using Metaheuristic Cuckoo Search Algorithm for a Magnetic Levitation System
    Garcia-Gutierrez, Gabriel
    Arcos-Aviles, Diego
    Carrera, Enrique, V
    Guinjoan, Francesc
    Motoasca, Emilia
    Ayala, Paul
    Ibarra, Alexander
    APPLIED SCIENCES-BASEL, 2019, 9 (12):
  • [38] A New Heuristic Based on the Cuckoo Search for Cryptanalysis of Substitution Ciphers
    Jain, Ashish
    Chaudhari, Narendra S.
    NEURAL INFORMATION PROCESSING, PT II, 2015, 9490 : 206 - 215
  • [39] Solving the Manufacturing Cell Design Problem using the Cuckoo Search
    Soto, Ricardo
    Crawford, Broderick
    Jaime, Ana
    Ramirez, Maykol
    Almonacid, Boris
    Vasquez, Leandro
    Zulantay, Roberto
    2016 FIFTEENTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (MICAI): ADVANCES IN ARTIFICIAL INTELLIGENCE, 2016, : 123 - 129
  • [40] Dynamic parameter adaptation in metaheuristics using gradient approximation and line search
    Tatsis, Vasileios A.
    Parsopoulos, Konstantinos E.
    APPLIED SOFT COMPUTING, 2019, 74 : 368 - 384