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International Journal of Production Research Volume 48, 2010 - Issue 7
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Original Articles

A genetic programming based fuzzy regression approach to modelling manufacturing processes

K.Y. Chan Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, PRC
,
C.K. Kwong Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, PRCCorrespondence[email protected]
&
Y.C. Tsim Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, PRC
Pages 1967-1982 | Received 24 Jun 2008, Accepted 24 Nov 2008, Published online: 17 Mar 2009

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Sami Farooq, Yang Cheng, Rikke Vestergaard Matthiesen, John Johansen & Chris O’Brien. (2017) Management of automation and advanced manufacturing technology (AAMT) in the context of global manufacturing. International Journal of Production Research 55:5, pages 1455-1458.
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Mariagrazia Dotoli, Alexander Fay, Marek Miśkowicz & Carla Seatzu. (2017) Advanced control in factory automation: a survey. International Journal of Production Research 55:5, pages 1243-1259.
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Der-Chiang Li, Wen-Chih Chen, Che-Jung Chang, Chien-Chih Chen & I-Hsiang Wen. (2015) Practical information diffusion techniques to accelerate new product pilot runs. International Journal of Production Research 53:17, pages 5310-5319.
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S.C. Mondal, J. Maiti & P.K. Ray. (2013) Modelling robustness in serial multi-stage manufacturing processes. International Journal of Production Research 51:21, pages 6359-6377.
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Der-Chiang Li, Wen-Ting Huang, Chien-Chih Chen & Che-Jung Chang. (2013) Employing virtual samples to build early high-dimensional manufacturing models. International Journal of Production Research 51:11, pages 3206-3224.
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Der-Chiang Li, Chien-Chih Chen, Wen-Chih Chen & Che-Jung Chang. (2012) Employing dependent virtual samples to obtain more manufacturing information in pilot runs. International Journal of Production Research 50:23, pages 6886-6903.
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Kit Yan Chan, Tharam S. Dillon & C. K. Kwong. (2012) Handling uncertainties in modelling manufacturing processes with hybrid swarm intelligence. International Journal of Production Research 50:6, pages 1714-1725.
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Der-Chiang Li, Chien-Chih Chen, Che-Jung Chang & Wen-Chih Chen. (2012) Employing box-and-whisker plots for learning more knowledge in TFT-LCD pilot runs. International Journal of Production Research 50:6, pages 1539-1553.
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Articles from other publishers (24)

H. Yakubu & C. K. Kwong. (2019) Multigene Genetic Programming Based Fuzzy Regression for Modelling Customer Satisfaction Based on Online Reviews. Multigene Genetic Programming Based Fuzzy Regression for Modelling Customer Satisfaction Based on Online Reviews.
Nataliya Chukhrova & Arne Johannssen. (2019) Fuzzy regression analysis: Systematic review and bibliography. Applied Soft Computing 84, pages 105708.
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Kit Yan Chan, Hak-Keung Lam, Cedric Ka Fai Yiu & Tharam S. Dillon. (2017) A Flexible Fuzzy Regression Method for Addressing Nonlinear Uncertainty on Aesthetic Quality Assessments. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47:8, pages 2363-2377.
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Mustafa Batuhan Ayhan, Mehmet Emin Aydin & Ercan Öztemel. (2013) A multi-agent based approach for change management in manufacturing enterprises. Journal of Intelligent Manufacturing 26:5, pages 975-988.
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Bingo Wing-Kuen Ling, Charlotte Yuk-Fan Ho, Wan-Chi Siu & Qingyun Dai. (2015) Best linear near unbiased estimation for nonlinear signal models via semi-infinite programming approach. Computational Statistics & Data Analysis 88, pages 111-118.
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J. Ignacio Hidalgo, J. Manuel Colmenar, José L. Risco-Martin, Alfredo Cuesta-Infante, Esther Maqueda, Marta Botella & José Antonio Rubio. (2014) Modeling glycemia in humans by means of Grammatical Evolution. Applied Soft Computing 20, pages 40-53.
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David S. Gonzalez-Gonzalez, Rolando J. Praga Alejo, Mario Cantú-Sifuentes, Luis M. Torres-Treviño & Gerardo M. Méndez. (2014) A non-linear fuzzy regression for estimating reliability in a degradation process. Applied Soft Computing 16, pages 137-147.
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João Dias Ferreira, Luis Ribeiro, Mauro Onori & José Barata. 2014. Technological Innovation for Collective Awareness Systems. Technological Innovation for Collective Awareness Systems 139 148 .
Yuanhao Xu, Guofu Yin, Yong Nie, Zhengwei He & Xiaolin Dai. (2013) Research on an active knowledge push service based on collaborative intent capture. Journal of Network and Computer Applications 36:6, pages 1418-1430.
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Yong Peng & Bao-Liang Lu. (2013) A hierarchical particle swarm optimizer with latin sampling based memetic algorithm for numerical optimization. Applied Soft Computing 13:5, pages 2823-2836.
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Ali R. Yildiz. (2013) A new hybrid artificial bee colony algorithm for robust optimal design and manufacturing. Applied Soft Computing 13:5, pages 2906-2912.
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Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu & Wen-Chih Chen. (2011) A new approach for manufacturing forecast problems with insufficient data: the case of TFT–LCDs. Journal of Intelligent Manufacturing 24:2, pages 225-233.
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Yuan Guo, Yinghong Peng & Jie Hu. (2013) Research on high creative application of case-based reasoning system on engineering design. Computers in Industry 64:1, pages 90-103.
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Yuan Guo, Jie Hu & Yinghong Peng. (2012) A CBR system for injection mould design based on ontology: A case study. Computer-Aided Design 44:6, pages 496-508.
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Kit Yan Chan, C.K. Kwong & Tharam S. DillonKit Yan Chan, C. K. Kwong & Tharam S. Dillon. 2012. Computational Intelligence Techniques for New Product Design. Computational Intelligence Techniques for New Product Design 25 57 .
Kit Yan Chan, C.K. Kwong & Tharam S. DillonKit Yan Chan, C. K. Kwong & Tharam S. Dillon. 2012. Computational Intelligence Techniques for New Product Design. Computational Intelligence Techniques for New Product Design 229 236 .
Amir Hossein Gandomi & Amir Hossein Alavi. (2011) Multi-stage genetic programming: A new strategy to nonlinear system modeling. Information Sciences 181:23, pages 5227-5239.
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Yuan Guo, Jie Hu & Yinghong Peng. (2011) Research on CBR system based on data mining. Applied Soft Computing 11:8, pages 5006-5014.
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K.Y. Chan, S.H. Ling, T.S. Dillon & H.T. Nguyen. (2011) Diagnosis of hypoglycemic episodes using a neural network based rule discovery system. Expert Systems with Applications 38:8, pages 9799-9808.
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M H Mashinchi, M A Orgun, M Mashinchi & W Pedrycz. (2011) A Tabu–Harmony Search-Based Approach to Fuzzy Linear Regression. IEEE Transactions on Fuzzy Systems 19:3, pages 432-448.
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Qian Zhang & Mahdi Mahfouf. (2011) A hierarchical Mamdani-type fuzzy modelling approach with new training data selection and multi-objective optimisation mechanisms: A special application for the prediction of mechanical properties of alloy steels. Applied Soft Computing 11:2, pages 2419-2443.
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Kit Yan Chan, Tharam S. Dillon & C. K. Kwong. (2011) Modeling of a Liquid Epoxy Molding Process Using a Particle Swarm Optimization-Based Fuzzy Regression Approach. IEEE Transactions on Industrial Informatics 7:1, pages 148-158.
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M. H. Mashinchi, M. A. Orgun & M. Mashinchi. 2009. Neural Information Processing. Neural Information Processing 336 343 .

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