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International Journal of Production Research Volume 41, 2003 - Issue 5
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Original Articles

Multiple response optimization using mixture-designed experiments and desirability functions in semiconductor scheduling

Russ M. Dabbas Motorola Semiconductor Product Sector, Phoenix, AZ, 85008, USA
,
John W. Fowler Motorola Semiconductor Product Sector, Phoenix, AZ, 85008, USA
,
Dwayne A. Rollier Department of Industrial Engineering, Arizona State University, Tempe, AZ, 85287-5906, USA
&
Daniel Mccarville Conexant Systems Inc., Newport Beach, CA, 92660, USA
Pages 939-961 | Published online: 14 Nov 2010

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Zebiao Feng, Jianjun Wang, Yizhong Ma & Yiliu Tu. (2021) Robust parameter design based on Gaussian process with model uncertainty. International Journal of Production Research 59:9, pages 2772-2788.
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Dong Woo Yeom, Bo Ram Chae, Ho Yong Son, Jin Han Kim, Jun Soo Chae, Seh Hyon Song, Dongho Oh & Young Wook Choi. (2017) Enhanced oral bioavailability of valsartan using a polymer-based supersaturable self-microemulsifying drug delivery system. International Journal of Nanomedicine 12, pages 3533-3545.
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T. Tung Dang. (2013) Combination of dispatching rules and prediction for solving multi-objective scheduling problems. International Journal of Production Research 51:17, pages 5180-5194.
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Chie-Wun Chiou, Wen-Min Chen & Muh-Cherng Wu. (2013) A combined dispatching criteria approach to scheduling dual flow-shops. International Journal of Production Research 51:3, pages 927-939.
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Chen-Fu Chien, Hsin-Kai Chen, Jei-Zheng Wu & Chih-Han Hu. (2007) Constructing the OGE for promoting tool group productivity in semiconductor manufacturing. International Journal of Production Research 45:3, pages 509-524.
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J. T. Lin, F. K. Wang & P. C. Kuo. (2005) A parameterized-dispatching rule for a Logic IC sort in a wafer fabrication. Production Planning & Control 16:5, pages 426-436.
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Kuldip Singh Sangwan, Rishi Kumar, Christoph Herrmann, Dev Kartik Sharma & Rushil Patel. (2023) Development of a cyber physical production system framework for 3D printing analytics. Applied Soft Computing 146, pages 110719.
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Jaewoo Chung & Jaejin Jang. (2022) Influence of an R&D lot on productivity in semiconductor manufacturing. Computers & Industrial Engineering 168, pages 108030.
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Je-Hun Lee, Hyun-Jung Kim, Young Kim, Yun Bae Kim, Byung-Hee Kim & Gu-Hwan Chung. (2021) Machine Learning-Based Periodic Setup Changes for Semiconductor Manufacturing Machines. Machine Learning-Based Periodic Setup Changes for Semiconductor Manufacturing Machines.
Qing Li, Lianying Zhang, Limao Zhang & Xianguo Wu. (2021) Optimizing energy efficiency and thermal comfort in building green retrofit. Energy 237, pages 121509.
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Anson R. Park, Michelle V. Mancenido & Douglas C. Montgomery. (2020) A compound optimality criterion for D‐efficient and separation‐robust designs for the logistic regression model. Quality and Reliability Engineering International 37:7, pages 3066-3083.
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Ivan Kristianto Singgih. (2021) Production Flow Analysis in a Semiconductor Fab Using Machine Learning Techniques. Processes 9:3, pages 407.
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Je-Hun Lee, Young Kim, Yun Bae Kim, Byung-Hee Kim, Gu-Hwan Chung & Hyun-Jung Kim. (2020) A Simulation-Based Sequential Search Method for Multi-Obejctive Scheduling Problems of Manufacturing Systems. A Simulation-Based Sequential Search Method for Multi-Obejctive Scheduling Problems of Manufacturing Systems.
Je-Hun Lee, Young Kim, Yun Bae Kim, Byung-Hee Kim, Gu-Hwan Jung & Hyun-Jung Kim. (2020) A Sequential Search Method of Dispatching Rules for Scheduling of LCD Manufacturing Systems. IEEE Transactions on Semiconductor Manufacturing 33:4, pages 496-503.
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Je-Hun Lee, Young Kim, Yun Bae Kim, Hyun-Jung Kim, Byung-Hee Kim & Gu-Hwan Chung. (2019) A Sequential Search Framework for Selecting Weights of Dispatching Rules in Manufacturing Systems. A Sequential Search Framework for Selecting Weights of Dispatching Rules in Manufacturing Systems.
Sungwook Yoon & Sukjae Jeong. (2018) Line Balancing Strategy for Re-Entrant Manufacturing. IEEE Transactions on Semiconductor Manufacturing 31:1, pages 42-51.
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Po-Chen Lin & Leon McGinnis. (2017) Test problems, reference models and fab simulation. Test problems, reference models and fab simulation.
Tatjana V. Šibalija & Vidosav D. MajstorovićTatjana V. Šibalija & Vidosav D. Majstorović. 2016. Advanced Multiresponse Process Optimisation. Advanced Multiresponse Process Optimisation 21 63 .
Paolo Priore, Alberto Gómez, Raúl Pino & Rafael Rosillo. (2014) Dynamic scheduling of manufacturing systems using machine learning: An updated review. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 28:1, pages 83-97.
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Hsin-Chieh Wu & Toly Chen. (2013) A Fuzzy-Neural Ensemble and Geometric Rule Fusion Approach for Scheduling a Wafer Fabrication Factory. Mathematical Problems in Engineering 2013, pages 1-14.
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Chiun-Ming Liu, Mei-Yu Ji & Wen-Chieh Chuang. (2013) Fuzzy TOPSIS for Multiresponse Quality Problems in Wafer Fabrication Processes. Advances in Fuzzy Systems 2013, pages 1-6.
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Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 247 266 .
Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 207 246 .
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Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 105 175 .
Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 65 104 .
Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 29 64 .
Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 11 28 .
Lars Mönch, John W. Fowler & Scott J. MasonLars Mönch, John W. Fowler & Scott J. Mason. 2013. Production Planning and Control for Semiconductor Wafer Fabrication Facilities. Production Planning and Control for Semiconductor Wafer Fabrication Facilities 1 10 .
Tsung-Che Chiang & Li-Chen Fu. (2012) Rule-based scheduling in wafer fabrication with due date-based objectives. Computers & Operations Research 39:11, pages 2820-2835.
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Hongtao Hu & Huai Zhang. (2012) A simulation-based two-stage scheduling methodology for controlling semiconductor wafer fabs. Expert Systems with Applications 39:14, pages 11677-11684.
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Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller, Klaus Altendorfer, Thomas Felberbauer & Martin Bäck. (2012) Integration of flexible interfaces in optimization software frameworks for simulation-based optimization. Integration of flexible interfaces in optimization software frameworks for simulation-based optimization.
Xili Chen, XinChang Hao, Hao Wen Lin & Tomohiro Murata. (2011) Multi Objective Dynamic Job Shop Scheduling using Composite Dispatching Rule and Reinforcement Learning. IEEJ Transactions on Electronics, Information and Systems 131:6, pages 1241-1249.
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Xili Chen, XinChang Hao, Hao Wen Lin & Tomohiro Murata. (2010) Rule driven multi objective dynamic scheduling by data envelopment analysis and reinforcement learning. Rule driven multi objective dynamic scheduling by data envelopment analysis and reinforcement learning.
Toly Chen & Yi-Chi Wang. (2009) A bi-criteria nonlinear fluctuation smoothing rule incorporating the SOM–FBPN remaining cycle time estimator for scheduling a wafer fab—a simulation study. The International Journal of Advanced Manufacturing Technology 49:5-8, pages 709-721.
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Toly Chen. (2010) An optimized tailored nonlinear fluctuation smoothing rule for scheduling a semiconductor manufacturing factory. Computers & Industrial Engineering 58:2, pages 317-325.
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T Chen. (2009) Fuzzy-neural-network-based fluctuation smoothing rule for reducing the cycle times of jobs with various priorities in a wafer fabrication plant: A simulation study. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 223:8, pages 1033-1043.
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Muh-Cherng Wu, Jr-Hsiung Jiang & Wen-Jen Chang. (2008) Scheduling a hybrid MTO/MTS semiconductor fab with machine-dedication features. International Journal of Production Economics 112:1, pages 416-426.
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Michele E. Pfund, Hari Balasubramanian, John W. Fowler, Scott J. Mason & Oliver Rose. (2007) A multi-criteria approach for scheduling semiconductor wafer fabrication facilities. Journal of Scheduling 11:1, pages 29-47.
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Adeline T. H. Ang & Appa Iyer Sivakumar. (2007) Online multiobjective single machine dynamic scheduling with sequence-dependent setups using simulation-based genetic algorithm with desirability function. Online multiobjective single machine dynamic scheduling with sequence-dependent setups using simulation-based genetic algorithm with desirability function.
Klaus Altendorfer, Bernhard Kabelka & Wolfgang Stocher. (2007) A new dispatching rule for optimizing machine utilization at a semiconductor test field. A new dispatching rule for optimizing machine utilization at a semiconductor test field.
Zuntong Wang, Fei Qiao & Qidi Wu. (2006) Scheduling Semiconductor Wafer Fabrication with Optimization of Multiple objectives. Scheduling Semiconductor Wafer Fabrication with Optimization of Multiple objectives.
Michele E. Pfund, Scott J. Mason & John W. Fowler. 2006. Handbook of Production Scheduling. Handbook of Production Scheduling 213 241 .
R.M. Dabbas & J.W. Fowler. (2003) A new scheduling approach using combined dispatching criteria in wafer fabs. IEEE Transactions on Semiconductor Manufacturing 16:3, pages 501-510.
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