Application of artificial neural networks and genetic algorithm to optimize the welding parameters design of heterogonous materials for magnesium alloy and copper

被引:0
|
作者
Jhang, Jhy-Ping [1 ]
Lo, Hui-Chiung [2 ]
Chu, Chia-Ho [1 ]
机构
[1] Department of Industrial Engineering and Management Information, HuaFan University, Taiwan
[2] Department of Business Adminstration, Tamkang University, Taiwan
来源
Journal of Quality | 2019年 / 26卷 / 06期
关键词
D O I
10.6220/joq.201912_26(6).0003
中图分类号
学科分类号
摘要
Genetic algorithms
引用
收藏
页码:381 / 394
相关论文
共 50 条
  • [1] Artificial neural networks and genetic algorithm used to optimize process parameters of hydrotalcite
    Ren, QL
    Luo, Q
    He, B
    Luo, L
    Jiting, L
    [J]. 8TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, VOLS 1-3, PROCEEDING, 2001, : 127 - 130
  • [2] Application of artificial neural networks and genetic algorithm to predict and optimize greenhouse banana fruit yield through nitrogen, potassium and magnesium
    Ramezanpour, Mahmoud Reza
    Farajpour, Mostafa
    [J]. PLOS ONE, 2022, 17 (02):
  • [3] Application of a pruning algorithm to optimize artificial neural networks for pharmaceutical fingerprinting
    Tetko, IV
    Villa, AEP
    Aksenova, TI
    Zielinski, WL
    Brower, J
    Collantes, ER
    Welsh, WJ
    [J]. JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1998, 38 (04): : 660 - 668
  • [4] Artificial Neural Networks Parameters Optimization with Design of Experiments: An Application in Ferromagnetic Materials Modeling
    Laosiritaworn, Wimalin
    Chotchaithanakorn, Nantakarn
    [J]. CHIANG MAI JOURNAL OF SCIENCE, 2009, 36 (01): : 83 - 91
  • [5] Optimizing of welding parameters of YAG laser welding titanium alloy based on artificial neural networks
    Xiong, J.G.
    Zhang, W.
    Hu, Q.W.
    Li, Z.Y.
    Duan, A.Q.
    [J]. Yingyong Jiguang/Applied Laser Technology, 2001, 21 (04):
  • [6] Application of artificial neural networks and genetic algorithm in optimization of concrete shear wall design
    Li, Li
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM, 2024, 18 (07): : 4775 - 4785
  • [7] Composition design of high-performance copper alloy by coupling artificial neural network and genetic algorithm
    Liu, Kang
    Zhang, Ruijie
    Zhang, Si
    Chang, Yongqin
    Li, Mingyang
    Wang, Yijie
    Liu, Qingqing
    Yu, Daohan
    [J]. COMPUTATIONAL MATERIALS SCIENCE, 2023, 229
  • [8] Optimization of laser welding process parameters for super austenitic stainless steel using artificial neural networks and genetic algorithm
    Sathiya, P.
    Panneerselvam, K.
    Jaleel, M. Y. Abdul
    [J]. MATERIALS & DESIGN, 2012, 36 : 490 - 498
  • [9] Welding parameters optimization for economic design using neural approximation and genetic algorithm
    Hsien-Yu Tseng
    [J]. The International Journal of Advanced Manufacturing Technology, 2006, 27 : 897 - 901
  • [10] Welding parameters optimization for economic design using neural approximation and genetic algorithm
    Tseng, HY
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2006, 27 (9-10): : 897 - 901