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International Journal of Production Research Volume 44, 2006 - Issue 20
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Original Articles

Complete and fractional cell formation using Kohonen self-organizing map networks in a cellular manufacturing system

P. Venkumar A.K. College of Engineering, Krishnankoil, Tamilnadu, India
&
A. N. Haq National Institute of Technology, Thiruchirappalli, Tamilnadu, IndiaCorrespondence[email protected]
Pages 4257-4271 | Received 01 Dec 2005, Published online: 22 Feb 2007

Citations (16)

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Manojit Chattopadhyay, Nityananda Das, Pranab K. Dan & Sitanath Mazumdar. (2012) Growing hierarchical self-organizing map computation approach for clustering in cellular manufacturing. Journal of the Chinese Institute of Industrial Engineers 29:3, pages 181-192.
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Articles from other publishers (15)

Sanaa A Hamza & Ammar J Khalaf. (2020) Assessment of Hamming Distance and Self Organization Map in Solving Cell Formation Problem. IOP Conference Series: Materials Science and Engineering 671:1, pages 012025.
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Vahid Mahmoodian, Armin Jabbarzadeh, Hassan Rezazadeh & Farnaz Barzinpour. (2017) A novel intelligent particle swarm optimization algorithm for solving cell formation problem. Neural Computing and Applications 31:S2, pages 801-815.
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Sayyed Mahdi Sadat Khorasgani & Mahdi Ghaffari. (2017) Developing a cellular manufacturing model considering the alternative routes, tool assignment, and machine reliability. Journal of Industrial Engineering International 14:3, pages 627-636.
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Adinarayanan Arunagiri, Uthayakumar Marimuthu, Prabhakaran Gopalakrishnan, Adam Slota, Jerzy Zajac & Maheandera Paulraj. (2017) Sustainability Formation of Machine Cells in Group Technology Systems Using Modified Artificial Bee Colony Algorithm. Sustainability 10:2, pages 42.
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Aidin Delgoshaei, Mohd Khairol Anuar Mohd Ariffin, Zulkiflle Leman, B. T. Hang Tuah Bin Baharudin & Chandima Gomes. (2016) Review of evolution of cellular manufacturing system’s approaches: Material transferring models. International Journal of Precision Engineering and Manufacturing 17:1, pages 131-149.
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Manal Zettam & Bouazza Elbenani. 2016. Nature-Inspired Computation in Engineering. Nature-Inspired Computation in Engineering 251 266 .
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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JAVID JOUZDANI, FARNAZ BARZINPOUR, MOHAMMAD ALI SHAFIA & MOHAMMAD FATHIAN. (2014) APPLYING SIMULATED ANNEALING TO A GENERALIZED CELL FORMATION PROBLEM CONSIDERING ALTERNATIVE ROUTINGS AND MACHINE RELIABILITY. Asia-Pacific Journal of Operational Research 31:04, pages 1450021.
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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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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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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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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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Grammatoula Papaioannou & John M. Wilson. (2010) The evolution of cell formation problem methodologies based on recent studies (1997–2008): Review and directions for future research. European Journal of Operational Research 206:3, pages 509-521.
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Anselmo Ramalho Pitombeira Neto & Eduardo Vila Gonçalves Filho. (2010) A simulation-based evolutionary multiobjective approach to manufacturing cell formation. Computers & Industrial Engineering 59:1, pages 64-74.
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Rifat Gürcan Özdemir, Güneş Gençyılmaz & Tülin Aktin. (2007) The modified fuzzy art and a two-stage clustering approach to cell design. Information Sciences 177:23, pages 5219-5236.
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