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題名:機器學習法在塑膠元件多維度製程參數最佳化之應用
書刊名:統計與資訊評論
作者:吳三吉許玉雪
作者(外文):Wu, San-chiHsu, Esher
出版日期:2022
卷期:21
頁次:頁1-20
主題關鍵詞:實驗設計粒子群演算法基因演算法倒傳遞類神經網路廣義迴歸類神經網路Design of experimentParticle swarm optimizationGenetic algorithmBack propagation neural networkGeneralized regression neural network
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
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  • 點閱點閱:5
期刊論文
1.Yin, F.、Mao, H. J.、Hua, L.、Guo, W.、Shu, M. S.(2011)。Back Propagation Neural Network Modeling for Warpage Prediction and Optimization of Plastic Products During Injection Molding。Materials & Design,32(4),1844-1850。  new window
2.Specht, D. F.(1991)。A general regression neural network。IEEE Transactions on Neural Networks,2(6),568-576。  new window
3.Derringer, G.、Suich, R.(1980)。Simultaneous optimization of several response variables。Journal of Quality Technology,12(4),214-219。  new window
4.Harrington, E. C. Jr.(1965)。The desirability function。Industrial Quality Control,21(10),494-498。  new window
5.Ortiz, F. Jr.、Simpson, J. R.、Pignatiello, J. J. Jr.、Heredia-Langner, A.(2004)。A Genetic Algorithm Approach to Multiple-Response Optimization。Journal of Quality Technology,36(4),432-450。  new window
6.Rumelhart, David E.、Williams, Ronald J.、Hinton, Geoffrey E.(1986)。Learning Representations by Back-propagating Errors。Nature,323(6088),533-536。  new window
7.Chen, L.、Ma, Y.、Guo, Y.、Zhang, C.、Liang, Z.、Zhang, X.(2017)。Quantifying the effects of operational parameters on the counting efficiency of a condensation particle counter using response surface Design of Experiments (DoE)。Journal of Aerosol Science,106,11-23。  new window
8.Kapoor, A.、Kumar, D.(2016)。Optimization of shrinkage in injection-molding of 40% glass filled nylon 66 using response surface methodology (RSM) and genetic algorithm (GA)。International Journal of Engineering Development and Research,4(4),188-193。  new window
9.Najihah, S. N.、Shayfull, Z.、Nasir, S. M.、Saad, M. S.、Rashidi, M. M.、Fathullah, M.、Noriman, N. Z.(2016)。Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm。MATEC Web of Conferences,78,1-12。  new window
10.Packianather, M.、Chan, F.、Griffiths, C.、Dimov, S.、Pham, D. T.(2013)。Optimisation of Micro Injection Moulding Process through Design of Experiments。Procedia CIRP,12,300-305。  new window
11.Rayhana, N.、Fathullah, M.、Shayfull, Z.、Nasir, S. M.、Hazwan, M. H. M.、Sazli, M.、Yahya, Z. R.(2017)。Optimisation on processing parameters for minimising warpage on side arm using response surface methodology (RSM) and particle swarm optimisation (PSO)。AIP Conference Proceedings,1885,1-8。  new window
12.Rong, Y. M.、Chang, Y.、Huang, Y.、Zhang, G. J.、Shao, X. Y.(2015)。Accurate prediction model of bead geometry in crimping butt of the laser brazing using generalized regression neural network。IOP Conference Series: Materials Science and Engineering,103,1-9。  new window
13.Singh, G.、Pradhan, M. K.、Verma, A.(2018)。Multi Response optimization of injection moulding Process parameters to reduce cycle time and warpage。Materials Today: Proceedings,5(2),8398-8405。  new window
14.Sreenivasa Rao, M.、Venkaiah, N.(2015)。Parametric Optimization in Machining of Nimonic-263 Alloy using RSM and Particle Swarm Optimization。Procedia Materials Science,10,70-79。  new window
15.Sudsawat, S.、Sriseubsai, W.(2017)。Optimized plastic injection molding process and minimized the warpage and volume shrinkage by response surface methodology with genetic algorithm and firefly algorithm techniques。Indian Journal of Engineering & Materials Sciences,24(3),228-238。  new window
16.Suhaimi, S. N.、Shamsuddin, S. M.、Ahmad, W. A.、Venil, C. K.(2019)。Comparison of particle swarm optimization and response surface methodology in fermentation media optimization of flexirubin production。Jurnal Teknologi,81(2),53-60。  new window
17.Zhu, H.、Hu, Y.、Zhu, W.(2019)。A dynamic adaptive particle swarm optimization and genetic algorithm for different constrained engineering design optimization problems。Advances in Mechanical Engineering,11(3),1-27。  new window
會議論文
1.Kennedy, J.、Eberhart, R. C.(1995)。Particle Swarm Optimization。IEEE International Conference on Neural Networks,(會議日期: 1995/11/27-12/01)。Perth, WA:Institute of Electrical and Electronics Engineers。1942-1948。  new window
學位論文
1.林宗彥(2009)。強健型射出成形參數設計方法(博士論文)。國立高雄第一科技大學。  延伸查詢new window
2.賴亭璇(2002)。實驗設計在改善休閒食品調味料漏失率之研究(碩士論文)。國立成功大學。  延伸查詢new window
3.蔡智豪(2008)。半導體化學氣相沉積厚度預測之研究(碩士論文)。國立交通大學。  延伸查詢new window
圖書
1.Montgomery, D. C.(2013)。Design and Analysis of Experiments。John Wiley & Sons, Inc.。  new window
2.Goldberg, D. E.(1989)。Genetic Algorithms in Search, Optimization and Machine Learning。Addison-Wesley Publishing Company Inc.。  new window
 
 
 
 
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