Two-way mutation Evolution Strategies

被引:0
|
作者
Liang, Y [1 ]
Leung, KS [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Shatin, Hong Kong, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a new two-way adaptive search mutation strategy is proposed, and a "Two-way Evolution Strategies" (TWES) is established. The experimental results show that TWES yields much faster convergence than classical evolution strategies. This paper also discusses the relationship between the parameter setting and the convergent speed by TWES.
引用
收藏
页码:789 / 794
页数:6
相关论文
共 50 条
  • [1] Fishing for two-way evolution
    Bradbury, Jane
    FRONTIERS IN ECOLOGY AND THE ENVIRONMENT, 2009, 7 (03) : 125 - 125
  • [2] A Comparative Study on the Impact of One-Way and Two-Way Matching Strategies on the Evolution of Cloud Manufacturing Ecosystems
    Dong, Yuanfa
    Wang, Lei
    Peng, Wei
    Meng, Ronghua
    Wu, Zhengjia
    IEEE ACCESS, 2021, 9 : 61917 - 61928
  • [3] Two-Way Transducers with a Two-Way Output Tape
    Carton, Olivier
    DEVELOPMENTS IN LANGUAGE THEORY (DLT 2012), 2012, 7410 : 263 - 272
  • [4] Development of modelling strategies for two-way RC slabs
    Shu, Jiangpeng
    Fall, David
    Plos, Mario
    Zandi, Kamyab
    Lundgren, Karin
    ENGINEERING STRUCTURES, 2015, 101 : 439 - 449
  • [5] Memoryless Relay Strategies for Two-Way Relay Channels
    Cui, Tao
    Ho, Tracey
    Kliewer, Joerg
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (10) : 3132 - 3143
  • [6] Maximin SNR Beamforming Strategies for Two-Way Relay Channels
    Wang, Wenjin
    Jin, Shi
    Zheng, Fu-Chun
    IEEE COMMUNICATIONS LETTERS, 2012, 16 (07) : 1006 - 1009
  • [7] Multiuser Two-Way Relaying: Detection and Interference Management Strategies
    Chen, Min
    Yener, Aylin
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (08) : 4296 - 4305
  • [8] CQI Reporting Strategies for Nonregenerative Two-Way Relay Networks
    Quoc-Tuan Vien
    Nguyen, Huan X.
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012, : 974 - 979
  • [9] A dynamic firefly algorithm based on two-way guidance and dimensional mutation
    Wang, Jing
    Ji, Yanfeng
    Wei, Linfeng
    Chen, Hui
    Song, William Wei
    INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2022, 20 (02) : 126 - 137
  • [10] Two-Way Shape Memory Polymers: Evolution of Stress vs Evolution of Elongation
    Murcia, Andres Posada
    Gomez, Juan Manuel Uribe
    Sommer, Jens-Uwe
    Ionov, Leonid
    MACROMOLECULES, 2021, 54 (12) : 5838 - 5847