Research on rapid process optimization technology based on Improved Genetic Algorithm

被引:0
|
作者
Yu, Hang [1 ]
Miao, Liqin [1 ]
Jiang, Jichun [1 ]
Jiang, Heping [1 ]
Cui, Wanrui [1 ]
Meng, Fanjun [1 ]
Wang, Lijun [1 ]
Li, Yuxin [1 ]
Gao, Xiaojiao [1 ]
Fan, Yue [1 ]
机构
[1] Changchun Res Inst Equipment & Technol, Dept Numer Design & Mfg, Changchun 130012, Peoples R China
关键词
Improved genetic algorithm; Process path; Optimization; Adaptive crossver; Adaptive mutation;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the vehicle engine block processing characteristics was analyzed based on body machining process path problem, process route optimization mathematical model was established, the principle of the basic genetic algorithm and genetic operation were analyzed also, a kind of improved genetic algorithm was proposed in the paper. The optimal strategy under improved genetic algorithm was designed, which could be used to optimize the engine block machining process path, solve in industry and trade group for the shortest machining path search question, and specific examples could be used to validate the effectiveness.
引用
收藏
页码:740 / 746
页数:7
相关论文
共 50 条
  • [41] An Improved Optimization Algorithm for Timed Petri Net Based on Genetic Algorithm
    Li Tingpeng
    Wang Nantian
    Li Yue
    Qian Yanling
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 956 - 965
  • [42] Study on a neural network optimization algorithm based on improved genetic algorithm
    Liu, Haoran (liu.haoran@ysu.edu.cn), 1600, Science Press (37):
  • [43] Stakeholder-oriented multi-objective process optimization based on an improved genetic algorithm
    Su, Yang
    Jin, Saimeng
    Zhang, Xiangping
    Shen, Weifeng
    Eden, Mario R.
    Ren, Jingzheng
    COMPUTERS & CHEMICAL ENGINEERING, 2020, 132
  • [44] Research on Fault Identification and Diagnosis Technology of Substation Distribution Transformer Based on Improved Genetic Algorithm
    Sun, Wenchuan
    Shen, Diantao
    Wang, Yi
    Wu, Zhe
    Qiu, Chen
    Fu, Le
    PROCEEDINGS OF 2022 12TH INTERNATIONAL CONFERENCE ON POWER, ENERGY AND ELECTRICAL ENGINEERING (CPEEE 2022), 2022, : 136 - 142
  • [45] Research on an improved genetic algorithm based knowledge acquisition
    Su, LM
    Zhang, H
    Hou, CZ
    Pan, XQ
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 455 - 458
  • [46] The research of VRP based on the improved hybrid genetic algorithm
    Chen Yan
    Hu Song-yun
    Qu Li-li
    Proceedings of the 2006 International Conference on Management Science & Engineering (13th), Vols 1-3, 2006, : 2109 - 2114
  • [47] Research of Improved Particle Swarm Optimization Based on Genetic Algorithm for Hadoop Task Scheduling Problem
    Xu, Jun
    Tang, Yong
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2015, 2015, 9532 : 829 - 834
  • [48] Research on airfreight loading optimization of e-commerce logistics based on improved genetic algorithm
    Zhang J.
    International Journal of Mechatronics and Applied Mechanics, 2021, 1 (09): : 45 - 50
  • [49] Research on bi-directional evolutionary structural optimization method based on improved genetic algorithm
    Wu B.-N.
    Xia L.-J.
    Chuan Bo Li Xue/Journal of Ship Mechanics, 2021, 25 (02): : 193 - 201
  • [50] Research on logistics handing agv picking route optimization method based on improved genetic algorithm
    Li, Juntao
    Hao, Yan
    Liu, Yinhong
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 2323 - 2328