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Original Articles

Machine-cell formation through neural network models

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Pages 2105-2116 | Published online: 16 May 2007

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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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V. Vitanov, B. Tjahjono & I. Marghalany. (2008) Heuristic rules-based logic cell formation algorithm. International Journal of Production Research 46:2, pages 321-344.
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I. Mahdavi, J. Rezaeian, K. Shanker & Z. Raftani Amiri. (2006) A set partitioning based heuristic procedure for incremental cell formation with routing flexibility. International Journal of Production Research 44:24, pages 5343-5361.
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P. Venkumar & A. N. Haq. (2006) Complete and fractional cell formation using Kohonen self-organizing map networks in a cellular manufacturing system. International Journal of Production Research 44:20, pages 4257-4271.
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A. Attila Islier . (2005) Group technology by an ant system algorithm. International Journal of Production Research 43:5, pages 913-932.
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K. Yasuda , L. Hu & Y. Yin. (2005) A grouping genetic algorithm for the multi-objective cell formation problem. International Journal of Production Research 43:4, pages 829-853.
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Chang Ouk Kim , Jun-Geol Baek & Jong-Kwan Baek. (2004) A two-phase heuristic algorithm for cell formation problems considering alternative part routes and machine sequences. International Journal of Production Research 42:18, pages 3911-3927.
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S. Park & N. C. Suresh. (2003) Performance of Fuzzy ART neural network and hierarchical clustering for part-machine grouping based on operation sequences. International Journal of Production Research 41:14, pages 3185-3216.
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O. Mahesh & G. Srinivasan. (2002) Incremental cell formation considering alternative machines. International Journal of Production Research 40:14, pages 3291-3310.
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Chao-Ton Su & Chih-Ming Hsu. (1998) Manufacturing cell formation using genetic algorithm vs. neural networks. Journal of the Chinese Institute of Industrial Engineers 15:2, pages 127-139.
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Massimo Buscema. (1998) Theory: Foundations of Artificial Neural Networks. Substance Use & Misuse 33:1, pages 17-199.
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Articles from other publishers (42)

D. Canca, L. Onieva, F. Guerrero & J. Racero. (2023) Application of the Hopfield-Tank model to part-machine grouping. Application of the Hopfield-Tank model to part-machine grouping.
Laura Tomidei, Nathalie Sick, Jochen Deuse & Lee Clemon. (2022) Production Flow Analysis in the Era of Industry 4.0 : How Digital Technologies can Support Decision-Making in the Factory of the Future. Production Flow Analysis in the Era of Industry 4.0 : How Digital Technologies can Support Decision-Making in the Factory of the Future.
Manojit Chattopadhyay, Pranab K. Dan & Sitanath Mazumdar. (2014) Comparison of visualization of optimal clustering using self-organizing map and growing hierarchical self-organizing map in cellular manufacturing system. Applied Soft Computing 22, pages 528-543.
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Shailendra Kumar & Rajiv Kumar Sharma. (2014) Cell Formation Heuristic Procedure Considering Production Data. International Journal of Production Management and Engineering 2:2, pages 75.
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Manojit Chattopadhyay, Sourav Sengupta, Tamal Ghosh, Pranab K. Dan & Sitanath Mazumdar. (2013) Neuro-genetic impact on cell formation methods of Cellular Manufacturing System design: A quantitative review and analysis. Computers & Industrial Engineering 64:1, pages 256-272.
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Boris Goldengorin, Dmitry Krushinsky & Panos M. PardalosBoris Goldengorin, Dmitry Krushinsky & Panos M. Pardalos. 2013. Cell Formation in Industrial Engineering. Cell Formation in Industrial Engineering 101 115 .
Boris Goldengorin, Dmitry Krushinsky & Panos M. PardalosBoris Goldengorin, Dmitry Krushinsky & Panos M. Pardalos. 2013. Cell Formation in Industrial Engineering. Cell Formation in Industrial Engineering 75 99 .
Boris Goldengorin, Dmitry Krushinsky & Panos M. PardalosBoris Goldengorin, Dmitry Krushinsky & Panos M. Pardalos. 2013. Cell Formation in Industrial Engineering. Cell Formation in Industrial Engineering 25 73 .
Boris Goldengorin, Dmitry Krushinsky & Panos M. PardalosBoris Goldengorin, Dmitry Krushinsky & Panos M. Pardalos. 2013. Cell Formation in Industrial Engineering. Cell Formation in Industrial Engineering 1 23 .
Manojit Chattopadhyay, Pranab K. Dan & Sitanath Mazumdar. (2012) Application of visual clustering properties of self organizing map in machine–part cell formation. Applied Soft Computing 12:2, pages 600-610.
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Pranab K. Dan, Tamal Ghosh & Sourav Sengupta. 2012. Computational Methods for Optimizing Manufacturing Technology. Computational Methods for Optimizing Manufacturing Technology 1 43 .
H. Rafiei & M. Rabbani. (2011) Order partitioning and Order Penetration Point location in hybrid Make-To-Stock/Make-To-Order production contexts. Computers & Industrial Engineering 61:3, pages 550-560.
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MANOJIT CHATTOPADHYAY, PRANAB K. DAN & SITANATH MAZUMDAR. (2011) PRINCIPAL COMPONENT ANALYSIS AND SELF-ORGANIZING MAP FOR VISUAL CLUSTERING OF MACHINE-PART CELL FORMATION IN CELLULAR MANUFACTURING SYSTEM. Systems Research Forum 05:01, pages 25-51.
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Lokesh Kumar Saxena & Promod Kumar Jain. (2010) Dynamic cellular manufacturing systems design—a comprehensive model. The International Journal of Advanced Manufacturing Technology 53:1-4, pages 11-34.
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Manojit Chattopadhyay, Surajit Chattopadhyay & Pranab K. Dan. (2010) Machine–part cell formation through visual decipherable clustering of self-organizing map. The International Journal of Advanced Manufacturing Technology 52:9-12, pages 1019-1030.
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Xiangyong Li, M.F. Baki & Y.P. Aneja. (2010) An ant colony optimization metaheuristic for machine–part cell formation problems. Computers & Operations Research 37:12, pages 2071-2081.
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Samira Hemmati & Masoud Rabbani. (2009) Make-to-order/make-to-stock partitioning decision using the analytic network process. The International Journal of Advanced Manufacturing Technology 48:5-8, pages 801-813.
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ChenGuang Liu, Yong Yin, Kazuhiko Yasuda & Jie Lian. (2009) A heuristic algorithm for cell formation problems with consideration of multiple production factors. The International Journal of Advanced Manufacturing Technology 46:9-12, pages 1201-1213.
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ChenGuang Liu, Lin Zhu & Kazuyuki Tanaka. (2009) An Algorithm for the Design of Manufacturing Cells. An Algorithm for the Design of Manufacturing Cells.
Wen-Shing Lee. (2008) A performance-enhancement algorithm for the part-machine grouping problem. The International Journal of Advanced Manufacturing Technology 41:3-4, pages 211-218.
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Dania A. El-Kebbe & Christoph Danne. 2009. Complex Systems and Self-organization Modelling. Complex Systems and Self-organization Modelling 83 93 .
Miin-Shen Yang & Jenn-Hwai Yang. (2008) Machine-part cell formation in group technology using a modified ART1 method. European Journal of Operational Research 188:1, pages 140-152.
Crossref
K. Spiliopoulos & S. Sofianopoulou. (2006) An efficient ant colony optimization system for the manufacturing cells formation problem. The International Journal of Advanced Manufacturing Technology 36:5-6, pages 589-597.
Crossref
R. Galan, J. Racero, I. Eguia & J.M. Garcia. (2007) A systematic approach for product families formation in Reconfigurable Manufacturing Systems. Robotics and Computer-Integrated Manufacturing 23:5, pages 489-502.
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Jamal Arkat, Mohammad Saidi & Babak Abbasi. (2006) Applying simulated annealing to cellular manufacturing system design. The International Journal of Advanced Manufacturing Technology 32:5-6, pages 531-536.
Crossref
Carlos Andrés & Sebastián Lozano. (2006) A particle swarm optimization algorithm for part–machine grouping. Robotics and Computer-Integrated Manufacturing 22:5-6, pages 468-474.
Crossref
Gurkan Ozturk, Zehra Kamisli Ozturk & A. Attila Islier. 2006. Advances in Natural Computation. Advances in Natural Computation 575 583 .
Samuel Vieira Conceição. (2005) Otimização do fluxo de materiais através da manufatura celular. Production 15:2, pages 235-250.
Crossref
Kyung-Mi Lee & Keon-Myung Lee. (2004) Machine Cell Formation using A Classification Neural Network. International Journal of Fuzzy Logic and Intelligent Systems 4:1, pages 84-89.
Crossref
Ana R. Xambre & Pedro M. Vilarinho. (2003) A simulated annealing approach for manufacturing cell formation with multiple identical machines. European Journal of Operational Research 151:2, pages 434-446.
Crossref
Fernando Guerrero, Sebastian Lozano, Kate A. Smith, David Canca & Terence Kwok. (2002) Manufacturing cell formation using a new self-organizing neural network. Computers & Industrial Engineering 42:2-4, pages 377-382.
Crossref
A.M. Mukattash, M.B. Adil & K.K. Tahboub. (2002) Heuristic approaches for part assignment in cell formation. Computers & Industrial Engineering 42:2-4, pages 329-341.
Crossref
S. Lozano, D. Canca, F. Guerrero & J.M. Garcı́a. (2001) Machine grouping using sequence-based similarity coefficients and neural networks. Robotics and Computer-Integrated Manufacturing 17:5, pages 399-404.
Crossref
Bo K. Wong, Vincent S. Lai & Jolie Lam. (2000) A bibliography of neural network business applications research: 1994–1998. Computers & Operations Research 27:11-12, pages 1045-1076.
Crossref
Godfrey C. Onwubolu. (1998) Redesigning jobshops to cellular manufacturing systems. Integrated Manufacturing Systems 9:6, pages 377-382.
Crossref
V. Venugopal. 1998. Group Technology and Cellular Manufacturing. Group Technology and Cellular Manufacturing 169 184 .
Jang Inho & Jongtae Rhee. (1997) Generalized machine cell formation considering material flow and plant layout using modified self-organizing feature maps. Computers & Industrial Engineering 33:3-4, pages 457-460.
Crossref
G.Jayakrishnan Nair & T.T. Narendran. (1997) On the use of the asymptotic forms of the boolean matrix for designing cellular manufacturing systems — An improved approach. European Journal of Operational Research 100:3, pages 429-440.
Crossref
Chao-Hsien Chu. (1997) An improved neural network for manufacturing cell formation. Decision Support Systems 20:4, pages 279-295.
Crossref
Bo K Wong, Thomas A Bodnovich & Yakup Selvi. (1997) Neural network applications in business: A review and analysis of the literature (1988–1995). Decision Support Systems 19:4, pages 301-320.
Crossref
Kyung-Mi Lee, T. Yamakawa & Keon-Myung Lee. (1997) Machine-part grouping for cellular manufacturing systems: a neural network approach. Machine-part grouping for cellular manufacturing systems: a neural network approach.
Bo K. Wong, Thomas A. Bodnovich & Yakup Selvi. (2007) A bibliography of neural network business applications research: 1988–September 1994. Expert Systems 12:3, pages 253-261.
Crossref

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