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Journal of the Operational Research Society Volume 56, 2005 - Issue 10
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Case-Oriented Paper

Applying neural network and scatter search to optimize parameter design with dynamic characteristics

Chao-Ton SuNational Tsing Hua UniversityHsinchuTaiwan
,
Mu-Chen ChenNational Taipei University of TechnologyTaipeiTaiwanCorrespondence[email protected]
&
Hsiao-Ling ChanTa Hwa Institute of TechnologyHsinchuTaiwan
Pages 1132-1140 | Received 01 Aug 2003, Accepted 01 Aug 2004, Published online: 21 Dec 2017

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Hsin-Pin Fu, Cheng-Yuan Chen, Hsiao-Ping Yeh, Wen-Chin Yeh & Jia-Shiang Lu. (2016) Combining BPN and TM to build a prediction model of process parameters: a case study. Total Quality Management & Business Excellence 27:5-6, pages 666-680.
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Chih-Ming Hsu. (2012) Applying genetic programming and ant colony optimisation to improve the geometric design of a reflector. International Journal of Systems Science 43:5, pages 972-986.
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Minakshi Kalra, Shobhit Tyagi, Vijay Kumar, Manjit Kaur, Wali Khan Mashwani, Habib Shah & Kamal Shah. (2021) A Comprehensive Review on Scatter Search: Techniques, Applications, and Challenges. Mathematical Problems in Engineering 2021, pages 1-21.
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Yingdong He, Zhen He, Kwang-Jae Kim, In-Jun Jeong & Dong-Hee Lee. (2021) A Robust Interactive Desirability Function Approach for Multiple Response Optimization Considering Model Uncertainty. IEEE Transactions on Reliability 70:1, pages 175-187.
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Abbas Al-Refaie, Wafa’a Al-Alaween, Ali Diabat & Ming-Hsien Li. (2014) Solving dynamic systems with multi-responses by integrating desirability function and data envelopment analysis. Journal of Intelligent Manufacturing 28:2, pages 387-403.
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Tatjana V. Šibalija & Vidosav D. MajstorovićTatjana V. Šibalija & Vidosav D. Majstorović. 2016. Advanced Multiresponse Process Optimisation. Advanced Multiresponse Process Optimisation 65 164 .
Tatjana V. Šibalija & Vidosav D. MajstorovićTatjana V. Šibalija & Vidosav D. Majstorović. 2016. Advanced Multiresponse Process Optimisation. Advanced Multiresponse Process Optimisation 21 63 .
Zhen He, Panpan Zhou, Min Zhang & Thong Ngee Goh. (2014) A Review of Analysis of Dynamic Response in Design of Experiments. Quality and Reliability Engineering International 31:4, pages 535-542.
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Abdullateef Aliyu & Steve Adeshina. (2014) Classifying auto-MPG data set using neural network. Classifying auto-MPG data set using neural network.
C.-T. Su, C.-J. Yeh, C.-J. Chou & C. Alec Chang. (2014) An Experimental Approach to Enhance Cu Wire Bonding Yield Through Parameter Optimization. Experimental Techniques 38:3, pages 29-36.
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Marco A. Jimenez, Susana V. Gutierrez, Giovanni Lizarraga, Mauricio A. Garza, David S. Gonzalez, Jorge L. Acevedo, Mario C. Osorio & Roberto A. Rodríguez. (2012) Automation and parameters optimization in production line: a case of study. The International Journal of Advanced Manufacturing Technology 66:9-12, pages 1315-1318.
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Chao-Ton Su, Chia-Ming Lin & Chun-Chin Hsu. (2012) Optimization of the Optical Whiteness Ratio for Flexible Display by Using Taguchi's Dynamic Approach. IEEE Transactions on Semiconductor Manufacturing 25:1, pages 2-15.
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Shih-Wei Lin & Shih-Chieh Chen. (2011) Parameter determination and feature selection for C4.5 algorithm using scatter search approach. Soft Computing 16:1, pages 63-75.
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Ful-Chiang Wu, Ruei-Lung Lai, Chi-Hao Yeh & Cheng-Hsiung Chen. (2011) Robust design of unlinearized dynamic system. Robust design of unlinearized dynamic system.
Jae-Ryung Jung & Bong-Jin Yum. (2011) Artificial neural network based approach for dynamic parameter design. Expert Systems with Applications 38:1, pages 504-510.
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Yonghee Lee & Sangmun Shin. (2010) Job stress evaluation using response surface data mining. International Journal of Industrial Ergonomics 40:4, pages 379-385.
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Ful-Chiang Wu, Bing-Chang Ouyang, Cheng-Hsiung Chen & Chi-Hao Yeh. (2010) Robust design of nonlinear dynamic problem. Robust design of nonlinear dynamic problem.
Xiaofeng Li & Jiuping Xu. (2010) The Improvement of BP Artificial Neural Network Algorithm and Its Application. The Improvement of BP Artificial Neural Network Algorithm and Its Application.
Edwin R. van Dam, Bart Husslage & Dick den Hertog. (2009) One-dimensional nested maximin designs. Journal of Global Optimization 46:2, pages 287-306.
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Chung-Ho Wang & Yi Hsu. (2009) Enhancing rubber component reliability by response model. Computers & Industrial Engineering 57:3, pages 806-812.
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HEAJIN JEONG, SUHILL SONG, SANGMUN SHIN & BYUNG RAE CHO. (2011) INTEGRATING DATA MINING TO A PROCESS DESIGN USING THE ROBUST BAYESIAN APPROACH. International Journal of Reliability, Quality and Safety Engineering 15:05, pages 441-464.
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Hsu-Hwa Chang. (2008) A data mining approach to dynamic multiple responses in Taguchi experimental design. Expert Systems with Applications 35:3, pages 1095-1103.
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Lee‐Ing Tong, Chung‐Ho Wang & Chih‐Wei Tsai. (2008) Robust design for multiple dynamic quality characteristics using data envelopment analysis. Quality and Reliability Engineering International 24:5, pages 557-571.
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Sangmun Shin, Kyungjin Park & Byung-Nam Kim. (2008) Development of Robust Data Computing Methodology (RDCM) for a Multidisciplinary Pharmaceutical Process Design. Development of Robust Data Computing Methodology (RDCM) for a Multidisciplinary Pharmaceutical Process Design.
Le Yang, Sangmun Shin, Yongsun Choi, Kyungjin Park, Sittichai Kaewkuekool, Ruephuwan Chantrasa & Banhan Lila. (2007) Development of an extended robust data mining (ERDM) model. Development of an extended robust data mining (ERDM) model.
HSU-HWA CHANG, YAN-KWANG CHEN & MU-CHEN CHEN. (2011) DYNAMIC PARAMETER DESIGN BY ANT COLONY OPTIMIZATION AND NEURAL NETWORKS. Asia-Pacific Journal of Operational Research 24:03, pages 333-351.
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Yonghee Lee, Sangmun Shin, Yongsun Choi & Sang Do Lee. 2007. Pervasive Computing for Quality of Life Enhancement. Pervasive Computing for Quality of Life Enhancement 226 237 .
Sangmun Shin, Yi Guo, Yongsun Choi, Myeonggil Choi & Charles Kim. 2007. Perspectives of Systems Informatics. Perspectives of Systems Informatics 377 388 .
Shih-Yu Hung, Ching-Kong Chao, Tsung-Hung Lin & Che-Ping Lin. (2005) Applying ANN/GA algorithm to optimize the high fill-factor microlens array fabrication using UV proximity printing process. Journal of Micromechanics and Microengineering 15:12, pages 2389-2397.
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