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Use of a Robustness Index for Flexible Facility Layout Design in a Changing Environment

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並列摘要


Layout is one of the crucial issues that determine the long-term efficiency of production, and how to adjust production systems to meet fluctuating demands is extremely important. In order to enhance competitive advantages, a low-cost and robust layout is necessary so that the production systems can deal more effectively with changes of environment. This study finds the most flexible layout that has better stability for different product mix by using a Robustness Index, which is developed by integrating two factors of low-cost and robustness. Thus, the most flexible layout will remain optimal even when the product mix has changed. In additions, the fuzzy set theory is used in the Robustness Index to find the preference of each expert for low-cost and robustness together. The facility layout problem has proved out to have the characteristic of NP-complete, so the genetic algorithms that have the abilities of multi-population searching and parallel calculation are appropriate for the problem's solution. An example illustrates the feasibility and robustness of the proposed approaches for problem-solving because the flexible layout remains optimal for the characteristics and volumes of different products.

參考文獻


Holland, J. H.(1975).Adaptation in Natural and Artificial Systems.Ann Arbor, Michigan:The University of Michigan Press.
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Khare, V. K., Khare, M. K., Neema, M. L.(1988).Combined computer-aided approach for the facilities design problem and estimation of the distribution parameter in the case of multigoal optimization.Computers and Industrial Engineering.14
Kochhar, J. S., Foster, B. T., Heragu, S. S.(1998).HOPE: a genetic algorithm for the unequal area facility layout problem.Computers and Operations Research.25(7/ 8)
Kochhar, J. S., Heragu, S. S.(1999).Facility layout design in a changing environment.International Journal of Production Research.37(11)

被引用紀錄


Cheng, S. Y. (2007). 客製化整合 [master's thesis, Tamkang University]. Airiti Library. https://doi.org/10.6846/TKU.2007.00561
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Lee, C. H. (2004). 華茲華斯的生態觀 [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU.2004.10365
楊智強(2003)。產品客製化之製造整合研究 - 以台灣電腦業 CTO 模式為例〔碩士論文,元智大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0009-0112200611320787
林依依(2007)。凝視的場景:維克多˙柏根的攝影-文本(1976-1984)〔碩士論文,國立臺灣師範大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0021-2910200810531387

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