Improvement and application research of Shuffled frog leaping Algorithm

被引:0
|
作者
Duoji, Huadan [1 ]
Li, Yueguang [1 ]
机构
[1] Gansu Normal Univ Nationalities, Hezuo 747000, Gansu, Peoples R China
关键词
Intelligent optimization algorithm; Shuffled frog leaping algorithm; Diversity; Parameter;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Shuffled frog leaping algorithm is a simulation of the frog group foraging behavior of modern heuristic intelligent algorithm. Based on the defect of this algorithm is easy to be premature, the optimization accuracy low, this paper proposes a shuffled frog leaping algorithm based on population diversity feedback. Through the optimization experimental of testing on the standard function, the results show that the global optimization performance of the improved shuffled frog leaping algorithm has better.
引用
收藏
页码:2408 / 2415
页数:8
相关论文
共 50 条
  • [41] Convergence and Parameters Analysis of Shuffled Frog Leaping Algorithm
    Wang, Lianguo
    Gong, Yaxing
    PROCEEDINGS OF THE 2013 THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND SOFTWARE ENGINEERING (ICAISE 2013), 2013, 37 : 71 - 76
  • [42] A modified shuffled frog leaping algorithm with inertia weight
    Zhao, Zhuanzhe
    Wang, Mengxian
    Liu, Yongming
    Chen, Yu
    He, Kang
    Liu, Zhibo
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [43] Shuffled frog leaping algorithm based on enhanced learning
    Zhao J.
    Hu M.
    Sun H.
    Lv L.
    Zhao, Jia (zhaojia925@163.com), 1600, Inderscience Enterprises Ltd., 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (15): : 63 - 73
  • [44] A diversified shuffled frog leaping: An application for parameter identification
    Ahandani, Morteza Alinia
    APPLIED MATHEMATICS AND COMPUTATION, 2014, 239 : 1 - 16
  • [45] Training and Application of Process Neural Network Based on Quantum Shuffled Frog Leaping Algorithm
    Liu, Lijie
    Zhang, Qiang
    2013 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), 2013, : 829 - 833
  • [46] Research and Application of Parallel Normal Cloud Mutation Shuffled Frog Leaping Algorithm in Cascade Reservoirs Optimal Operation
    Ping Sun
    Zhi-qiang Jiang
    Ting-ting Wang
    Yan-ke Zhang
    Water Resources Management, 2016, 30 : 1019 - 1035
  • [47] Research and Application of Parallel Normal Cloud Mutation Shuffled Frog Leaping Algorithm in Cascade Reservoirs Optimal Operation
    Sun, Ping
    Jiang, Zhi-qiang
    Wang, Ting-ting
    Zhang, Yan-ke
    WATER RESOURCES MANAGEMENT, 2016, 30 (03) : 1019 - 1035
  • [48] Novel Multiobjective Shuffled Frog Leaping Algorithm with Application to Reservoir Flood Control Operation
    Li, Yinghai
    Zhou, Jianzhong
    Zhang, Yongchuan
    Qin, Hui
    Liu, Li
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2010, 136 (02) : 217 - 226
  • [49] Research on Unmanned System Task Coalition Problem Based on Shuffled Frog Leaping Algorithm
    Zhang, Yaozhong
    Zhao, Xuefang
    Sun, Ruiyang
    Zhou, Zihao
    PROCEEDINGS OF 2022 INTERNATIONAL CONFERENCE ON AUTONOMOUS UNMANNED SYSTEMS, ICAUS 2022, 2023, 1010 : 539 - 549
  • [50] A Shuffled Frog Leaping Algorithm based on the Improved Simplex Method
    Wang, Lianguo
    2020 13TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2020), 2020, : 1020 - 1025