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
  • [31] Improved shuffled frog leaping algorithm for solving TSP
    Luo, Jian-Ping
    Li, Xia
    Shenzhen Daxue Xuebao (Ligong Ban)/Journal of Shenzhen University Science and Engineering, 2010, 27 (02): : 173 - 179
  • [32] Application of Shuffled Frog Leaping Algorithm for Economic Dispatch with Multiple Fuel Options
    Balamurugan, R.
    2012 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ENGINEERING AND ENERGY MANAGEMENT (ICETEEEM - 2012), 2012, : 191 - 197
  • [33] Application of the Shuffled Frog Leaping Algorithm (SFLA) in Constructing Fuzzy Classification Systems
    Mirhosseini, Seyyed Mohsen
    Haghighi, Hassan
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2019, 18 (03)
  • [34] An Improved Shuffled Frog Leaping Algorithm with Cognitive Behavior
    Zhang, Xuncai
    Hu, Xuemei
    Cui, Guangzhao
    Wang, Yanfeng
    Niu, Ying
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6197 - +
  • [35] Binomial Crossover Embedded Shuffled Frog Leaping Algorithm
    Sharma, Pragya
    Sharma, Nirmala
    Sharma, Harish
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 321 - 326
  • [36] Solving TSP with Shuffled Frog-Leaping Algorithm
    Luo Xue-hui
    Yang Ye
    Li Xia
    ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 3, PROCEEDINGS, 2008, : 228 - 232
  • [37] Shuffled Frog Leaping Algorithm for Hardware/Software Partitioning
    Du, Jiayi
    Kong, Xiangsheng
    Zuo, Xin
    Zhang, Lingyan
    Ouyang, Aijia
    JOURNAL OF COMPUTERS, 2014, 9 (11) : 2752 - 2760
  • [38] A Clonal Selection Based Shuffled Frog Leaping Algorithm
    Bhaduri, Antariksha
    2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 125 - 130
  • [39] Application of Shuffled Frog Leaping Algorithm for Economic Dispatch with Multiple Fuel Options
    Balamurugan, R.
    2012 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ENGINEERING AND ENERGY MANAGEMENT (ICETEEEM - 2012), 2012,
  • [40] Shuffled Frog Leaping Algorithm for Photovoltaic Model Identification
    Hasanien, Hany M.
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (02) : 509 - 515