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Original Articles

Performance of Fuzzy ART neural network for group technology cell formation

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Pages 1693-1713 | Received 01 Aug 1993, Published online: 07 May 2007

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Jersone Tasso Moreira Silva, Jose Humberto Ablanedo-Rosas & Dennys Eduardo Rossetto. (2019) A longitudinal literature network review of contributions made to the academy over the past 55 years of the IJPR. International Journal of Production Research 57:15-16, pages 4627-4653.
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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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Sourav Sengupta, Tamal Ghosh & PranabK. Dan. (2011) Fuzzy ART K-Means Clustering Technique: a hybrid neural network approach to cellularmanufacturing systems. International Journal of Computer Integrated Manufacturing 24:10, pages 927-938.
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Y. Won & K. R. Currie. (2007) Fuzzy ART/RRR-RSS: a two-phase neural network algorithm for part-machine grouping in cellular manufacturing. International Journal of Production Research 45:9, pages 2073-2104.
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J. Li, C.-H. Chu, Y. Wang & W. Yan. (2007) An improved fuzzy clustering method for cellular manufacturing. International Journal of Production Research 45:5, pages 1049-1062.
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L. P. Khoo, S. G. Lee & X. F. Yin. (2003) Multiple-objective optimization of machine cell layout using genetic algorithms. International Journal of Computer Integrated Manufacturing 16:2, pages 140-155.
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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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D. Dobado, S. Lozano, J. M. Bueno & J. Larrañeta. (2002) Cell formation using a Fuzzy Min-Max neural network. International Journal of Production Research 40:1, pages 93-107.
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N. C. Suresh & J. Slomp. (2001) A multi-objective procedure for labour assignments and grouping in capacitated cell formation problems. International Journal of Production Research 39:18, pages 4103-4131.
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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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Chuen-Sheng Cheng, Chung-Lun Kuo & Shin-Jia Chen. (1997) An application of fuzzy art neural network for the partmachine grouping problem: Modified algorithm and performance evaluation. Journal of the Chinese Institute of Industrial Engineers 14:2, pages 181-193.
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N. C. SURESH, J. SLOMP & S. KAPARTHI. (1995) The capacitated cell formation problem: a new hierarchical methodology. International Journal of Production Research 33:6, pages 1761-1784.
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Articles from other publishers (33)

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.
Sezi Çevik Onar, Cengiz Kahraman, Başar Öztayşi & Eda Boltürk. (2020) Fuzzy production systems: A state of the art literature review. Journal of Intelligent & Fuzzy Systems 38:1, pages 1071-1081.
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Ebin Deni Raj & L. D. Dhinesh Babu. (2016) Effective Detection of Modular and Granular Overlaps in Online Social Networks Using Fuzzy ART. International Journal of Fuzzy Systems 19:4, pages 1077-1092.
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Ebin Deni Raj & L.D. Dhinesh Babu. (2016) A fuzzy adaptive resonance theory inspired overlapping community detection method for online social networks. Knowledge-Based Systems 113, pages 75-87.
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Wen-Jing Gao, Bo Xing & Tshilidzi Marwala. 2015. Research Methods. Research Methods 1188 1230 .
Bo Xing & Wen-Jing Gao. 2014. Computational Intelligence in Remanufacturing. Computational Intelligence in Remanufacturing 135 150 .
Xiao Feng Yin, Li Pheng Khoo & Yih Tng Chong. (2013) A fuzzy c-means based hybrid evolutionary approach to the clustering of supply chain. Computers & Industrial Engineering 66:4, pages 768-780.
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Basilis Boutsinas. (2013) Machine-part cell formation using biclustering. European Journal of Operational Research 230:3, pages 563-572.
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Wen-Jing Gao, Bo Xing & Tshilidzi Marwala. (2013) Computational Intelligence in Used Products Retrieval and Reproduction. International Journal of Swarm Intelligence Research 4:1, pages 78-124.
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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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Pranab K. Dan, Tamal Ghosh & Sourav Sengupta. 2012. Computational Methods for Optimizing Manufacturing Technology. Computational Methods for Optimizing Manufacturing Technology 1 43 .
Hulya Behret & Sule Itir Satoglu. 2012. Computational Intelligence Systems in Industrial Engineering. Computational Intelligence Systems in Industrial Engineering 505 533 .
Esra AleisaNallan C Suresh & Li Lin. (2011) Team Formation in Concurrent Engineering Using Group Technology (GT) Concepts. Concurrent Engineering 19:3, pages 213-224.
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Gülşen Aydın Keskin, Sevinç İlhan & Coşkun Özkan. (2010) The Fuzzy ART algorithm: A categorization method for supplier evaluation and selection. Expert Systems with Applications 37:2, pages 1235-1240.
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Gülşen Aydın Keskin & Coşkun Özkan. (2008) An alternative evaluation of FMEA: Fuzzy ART algorithm. Quality and Reliability Engineering International 25:6, pages 647-661.
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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 .
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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Xiaodan Wu, Chao-Hsien Chu, Yunfeng Wang & Weili Yan. (2007) A genetic algorithm for cellular manufacturing design and layout. European Journal of Operational Research 181:1, pages 156-167.
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B. Jerbac, B. Vranje & Z. Kunica. (2005) Behavior based mobile robot in automatic assembly. Behavior based mobile robot in automatic assembly.
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.
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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.
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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.
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Bojan Jerbć, Katarina Grolinger & Božo Vranjš. (1999) Autonomous agent based on reinforcement learning and adaptive shadowed network. Artificial Intelligence in Engineering 13:2, pages 141-157.
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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.
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Chao-Hsien Chu. (1997) An improved neural network for manufacturing cell formation. Decision Support Systems 20:4, pages 279-295.
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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
A.O. Esogbue & W.E. Hearnes. (1997) Towards intelligent control of complex manufacturing systems. Towards intelligent control of complex manufacturing systems.
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
Chwen-Tzeng Su. (1995) A fuzzy approach for part family formation. A fuzzy approach for part family formation.
Shashidhar Kaparthi & Nallan C. Suresh. (1994) Performance of Selected Part-Machine Grouping Techniques for Data Sets of Wide Ranging Sizes and Imperfection. Decision Sciences 25:4, pages 515-539.
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