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Cluster analysis in manufacturing cellular formation

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  • Chu, C-H

Abstract

Cluster analysis, an analytical method used for classifying objects, has been developed over the last century, and the literature on cluster analysis has exploded during the past two decades. This technique has been broadly used in the fields of biology, social science, and psychology, but only very little in manufacturing. In this paper, we provide a state-of-the-art review on the use of cluster analysis in cellular formation--one of the first and most important issues in designing cellular manufacturing systems. The problems, research directions, and related literature are presented for further studies.

Suggested Citation

  • Chu, C-H, 1989. "Cluster analysis in manufacturing cellular formation," Omega, Elsevier, vol. 17(3), pages 289-295.
    • Handle: RePEc:eee:jomega:v:17:y:1989:i:3:p:289-295
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    Citations

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    Cited by:

    1. Chen, Ja-Shen & Heragu, Sunderesh S., 1999. "Stepwise decomposition approaches for large scale cell formation problems," European Journal of Operational Research, Elsevier, vol. 113(1), pages 64-79, February.
    2. Molleman, Eric & Slomp, Jannes & Rolefes, Samantha, 2002. "The evolution of a cellular manufacturing system - a longitudinal case study," International Journal of Production Economics, Elsevier, vol. 75(3), pages 305-322, February.
    3. Rogers, David F. & Kulkarni, Shailesh S., 2005. "Optimal bivariate clustering and a genetic algorithm with an application in cellular manufacturing," European Journal of Operational Research, Elsevier, vol. 160(2), pages 423-444, January.
    4. Yin, Yong & Yasuda, Kazuhiko, 2006. "Similarity coefficient methods applied to the cell formation problem: A taxonomy and review," International Journal of Production Economics, Elsevier, vol. 101(2), pages 329-352, June.
    5. Hassan, Mohsen M. D., 1995. "Layout design in group technology manufacturing," International Journal of Production Economics, Elsevier, vol. 38(2-3), pages 173-188, March.
    6. Shanker, Ravi & Vrat, Prem, 1998. "Post design modeling for cellular manufacturing system with cost uncertainty," International Journal of Production Economics, Elsevier, vol. 55(1), pages 97-109, June.
    7. Berardi, Victor L. & Zhang, Guoqiang & Felix Offodile, O., 1999. "A mathematical programming approach to evaluating alternative machine clusters in cellular manufacturing," International Journal of Production Economics, Elsevier, vol. 58(3), pages 253-264, January.
    8. Gungor, Zulal & Arikan, Feyzan, 2000. "Application of fuzzy decision making in part-machine grouping," International Journal of Production Economics, Elsevier, vol. 63(2), pages 181-193, January.

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