基于响应曲面和遗传算法人工神经元网络的热塑性塑料激光透射连接强度的优化
[1] Xiao Wang, Pin Li, Zhenkai Xu et al.. Laser transmission joint between PET and titanium for biomedical application[J]. J. Mat. Proc. Technol., 2010, 210(13): 1767~1771
[2] 王霄, 张惠中, 丁国明 等. 聚丙烯塑料激光透射焊接工艺[J]. 中国激光, 2008, 35(3): 466~471
[3] 李品, 刘会霞, 许贞凯 等. 医用PET薄膜与薄钛板激光透射连接工艺研究[J]. 中国激光, 2010, 37(7): 1914~1920
[4] K . Y. Benyounis, A. G. Olabi. Optimization of different welding processes using statistical and numerical approaches-a reference guide [J]. Advances in Engineering Software, 2008, 39(6): 483~496
[5] 蒙哥马利. 实验设计与分析[M]. 傅珏生,张健,王振羽 等译. 北京:人民邮电出版社, 2009. 347~398
Douglas C. Montgomery. Design and Analysis of Experiments [M]. Fu Juesheng, Zhang Jian, Xie Yan Transl.. Beijing: The People′s Posts and Telecommunications Press, 2009. 347~398
[6] 周明, 孙树栋. 遗传算法原理和应用[M]. 北京:国防工业出版社,1999. 32~64
Zhou Ming, Sun Shudong. Genetic Algorithms: Theory and Application [M]. Beijing: National Defence Industry Press, 1999. 32~64
[7] 马丁哈根, 霍华德戴蒙, 马比尔. 神经网络设计[M]. 戴葵 等 译. 北京:机械工业出版社, 2002.197~255
Martin T. Hagan, Howard B. Demuth, Mar H. Beale. Neural Network Design[M]. Dai Kui et al. Transl.. Beijing:China Machine Press, 2002.197~255
[8] K. Y. Benyounis, A. G. Olabi, M. S. J. Hashmi. Estimation of mechanical properties of laser welded joints using RSM [C]. John Vickery ed. Int. Manuf. Conf.-22, Dublin, Ireland, 2005, 565~572
[9] L. Liu, M. Zhu, J. Niu et al.. Predicting effects of diffusion welding parameters on welded joint properties by artificial neural network [J]. Trans. Nonferrous Metal. Soc. China, 2001, 11(4): 475~478
[10] Z. Sterjovski, D. Nolan, K. R. Carpenter et al.. Artificial neural network for modelling the mechanical properties of steels in various applications[J]. Mater Process Technol., 2005, 170(3): 536~544
[11] B. Acherjee, S. Mondal, B. Tuduc et al.. Application of artificial neural network for predicting weld quality in laser transmission welding of thermoplastics[J]. Applied Soft Computing, 2011, 11(2): 2548~2555
[12] B. Acherjee, D. Misra, D. Bose et al.. Prediction of weld strength and seam width for laser transmission welding of thermoplastic using response surface methodology[J]. Applied Soft Computing. Optics & Laser Technology, 2009, 41(8): 956~967
[13] 姜敏凤, 许贞凯, 刘会霞 等. 基于响应曲面法的激光透射连接聚合物工艺参数优化[J]. 激光与光电子学进展, 2011, 48(7): 071408
张成, 王霄, 王凯, 张虎, 刘江, 蒋涛, 刘会霞. 基于响应曲面和遗传算法人工神经元网络的热塑性塑料激光透射连接强度的优化[J]. 中国激光, 2011, 38(11): 1103006. Zhang Cheng, Wang Xiao, Wang Kai, Zhang Hu, Liu Jiang, Jiang Tao, Liu Huixia. Optimization of Weld Strength for Laser Transmission Welding of Thermoplastic Based on Response Surface Methodology and Genetic Algorithm-Artificial Neural Network[J]. Chinese Journal of Lasers, 2011, 38(11): 1103006.