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Original Articles

Parameter setting of the Fuzzy ART neural network to part–machine cell formation problem

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Pages 1257-1278 | Received 01 Sep 2003, Published online: 21 Oct 2013

References

  • ALJABER, N., BAEK, W. and CHEN, C. L., 1997, A tabu search approach to the cell-formation problem. Computers and Industrial Engineering, 32, 169–185.
  • ARBIB, M. A., 1998, The Handbook of Brain Theory and Neural Networks (London: MIT Press).
  • BOCTOR, F. F., 1991, A linear formulation of the machine-part cell-formation problem. International Journal of Production Research, 29, 343–356.
  • CARPENTER, G. A., GROSSBERG, S. and ROSEN, D. B., 1991, Fuzzy ART: Fast stable learning and categorizing of analog patterns by an adaptive resonance system. Neural Networks, 4, 759–771.
  • CHEN, S. J. and CHENG, C. S., 1995, A neural network-based cell-formation algorithm in cellular manufacturing. International Journal of Production Research, 33, 293–318.
  • CHU, C. H., 1993, Manufacturing cell-formation by competitive learning. International Journal of Production Research, 31, 829–843.
  • CHU, C. H., 1997, An improved neural network for manufacturing cell-formation. Decision Support Systems, 20, 279–295.
  • DAGLI, C. and HUGGAHALLI, R., 1995, Machine-part family formation with the adaptive resonance theory paradigm. International Journal of Production Research, 33, 893–913.
  • KAPARTHI, S. and SURESH, N. C., 1992, Machine-component cell-formation in group technology: a neural network approach. International Journal of Production Research, 30, 1353–1367.
  • KUSIAK, A. and CHUNG, Y., 1991, GT/ART: using neural networks to form machine cells. Manufacturing Review, 4, 293–301.
  • LEEM, C. W. and CHEN, J. G., 1996, Fuzzy set based machine-cell-formation in cellular manufacturing. Journal of Intelligent Manufacturing, 7, 355–364.
  • LIAO, T. W. and CHEN, L., 1993, An evaluation of ARTI neural models for GT part family and machine cell forming. Journal of Manufacturing Systems, 12, 282–290.
  • LOZANO, S., DIAZ, B. A., EGUIA, I. and ONIEVA, L., 1999, A one-step tabu search algorithm for manufacturing cell design. Journal of the Operational Research Society, 50, 509–516.
  • MOON, Y. B., 1990, Forming part-machine families for cellular manufacturing: A neural network approach. International Journal of Advanced Manufacturing Technology, 5, 278–291.
  • MOON, Y. B. and CHI, S. C., 1993, Generalized part family formation using neural network techniques. Journal of Manufacturing Systems, 11, 149–159.
  • MUKHOPADHYAY, S. K., SARKAR, P. and PANDA, R. P., 1994, Machine-component grouping in cellular manufacturing by multidimensional scaling. International Journal of Production Research, 32, 457–477.
  • SARKER, B. R., 2001, Measures of grouping efficiency in cellular manufacturing systems. European Journal of Operational Research, 130, 588–611.
  • SURESH, N. C. and KAPARTHI, S., 1994, Performance of Fuzzy ART neural network for group technology cell-formation. International Journal of Production Research, 32,1693–1713.

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