IMPROVED GENETIC ALGORITHM BASED ON THE SMALL GROUP PARALLEL

被引：0
|
作者：
Wang, Jiekai [1 ]
机构：
[1] Harbin Normal Univ, Sch Math Sci, Harbin, Peoples R China
来源：
2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS (ICIMCS 2011), VOL 3: COMPUTER-AIDED DESIGN, MANUFACTURING AND MANAGEMENT | 2011年
关键词：
genetic algorithm; precocity; genetic operators; small population parallel;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
As the adaptive algorithm based on the mechanism of biological evolution, genetic algorithm is applicable to optimization of all kinds of complex systems. However, due to the fact that standard genetic algorithm is precocious and apt to fall into local optimum, etc, which has limited the promotion and application of genetic algorithm to a certain extent. In this paper, based on the improvement of genetic operators, we proposed the improved genetic algorithm based on the small group parallel, thereby effectively improving its efficiency and performance.
引用
收藏
页码：419 / 422
页数：4
相关论文
共 50 条
  • [41] Improved genetic algorithm based approach for inverter control
    Xu, Xiangzheng
    Chen, Baichao
    CMESM 2006: PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON ENHANCEMENT AND PROMOTION OF COMPUTATIONAL METHODS IN ENGINEERING SCIENCE AND MECHANICS, 2006, : 686 - 690
  • [42] Reversible logic parallel approach algorithm based on genetic algorithm and CUDA technology
    Xi Xianjie
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2379 - 2382
  • [43] Robot Path Planning Based on Improved Genetic Algorithm
    Zhao, Yuan
    Gu, Jason
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2515 - 2522
  • [44] GPS Signal Acquisition Based on an Improved Genetic Algorithm
    Shi, Min
    Tian, Congcong
    Yi, Qingming
    ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 2909 - 2912
  • [45] Distributed Database Query Based on Improved Genetic Algorithm
    Liu, ShaoHua
    Xu, Xing
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 348 - 351
  • [46] Lane Detection Algorithm Based on Genetic Algorithm and Its Parallel Computing Realization
    Zhang, Xiao-Hui
    Liu, Qing
    Li, Mu
    ADVANCED MECHANICAL DESIGN, PTS 1-3, 2012, 479-481 : 65 - 70
  • [47] Heuristic algorithm based on a genetic algorithm for mapping parallel programs on hypercube multiprocessors
    Aguilar, J
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2003, 18 (04): : 217 - 221
  • [48] An improved GB decomposition method based on genetic algorithm
    Yin Yao-Tian
    Wei Wen-Bo
    Ye Gao-Feng
    Jin Sheng
    Dong Hao
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2012, 55 (02): : 671 - 682
  • [49] Constrained Optimization Solution Based on an Improved Genetic Algorithm
    Li, Chunyan
    Zeng, Guanghui
    DIGITAL MANUFACTURING & AUTOMATION III, PTS 1 AND 2, 2012, 190-191 : 334 - +
  • [50] An Improved Genetic Algorithm Based on the Shortest Path Problem
    Liu, Zhendong
    Kong, Yawei
    Su, Bin
    2016 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2016, : 328 - 332
12345