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Layout Design Problem in Multi-bay Facility

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초록

This paper addresses the facility layout problem in multi-bay environments, where the bays are connected at one or both ends by an inter-bay material handling system. In most previous studies, the main concern is to allocate facilities or departments to the bays whose widths are fixed. In this research, we suggest the efficient models that provide the optimal layout solution under flexible bay width environments. We also suggest a mathematical model that provides the optimal solution using two-way facility allocation approach instead of one-way allocation technique. This paper also shows the approach of TABU search to the assignment and layout design of the departments. The results generated from TABU search are compared to the result from the mathematical model. Models are developed using mixed integer programming for various test problems and solved by CPLEX.

Abstract

This paper addresses the facility layout problem in multi-bay environments, where the bays are connected at one or both ends by an inter-bay material handling system. In most previous studies, the main concern is to allocate facilities or departments to the bays whose widths are fixed. In this research, we suggest the efficient models that provide the optimal layout solution under flexible bay width environments. We also suggest a mathematical model that provides the optimal solution using two-way facility allocation approach instead of one-way allocation technique. This paper also shows the approach of TABU search to the assignment and layout design of the departments. The results generated from TABU search are compared to the result from the mathematical model. Models are developed using mixed integer programming for various test problems and solved by CPLEX.

참고문헌 (11)

  1. Castillo, I., "Integrating design and production planning consideration in multi-bay manufacturing facility layout", European Journal of Operational Research, 157(3), pp.671~687 (2004)
  2. Chae, J., "Layout Design of Multi-Bay Facilities with Limited Bay Fexibility", Journal of Manufacturing Systems, 25(1), pp.1~11 (2006)
  3. Glover, F., "Future pathes for integer programming and links to artificial intelligence", Computers and Operations Research, 5, pp.533~549 (1986)
  4. Glover, F., "Tabu search-Part I", ORSA Journal on Computing, 1, pp.190~206 (1989)
  5. Glover, F., "Tabu search-Part II", ORSA Journal on Computing, 2, pp.4~32 (1990)
  6. Heragu, S., "Facilities Design" (1997), PWS Publishing Company
  7. Meller, R. D., "The multi-bay manufacturing facility layout problem", International Journal of Production Research, 35(5), pp.1229~1237 (1997)
  8. Peters, B. A., "Integrated facility layout and material handling system design in semiconductor fabrication facilities", IEEE Transactions on Semiconductor Manufacturing, 10(3), pp.360~369 (1997)
  9. Picard, J. C., "On the one-dimensional space allocation problem", Operations Research, 29(2), pp.371~391 (1981)
  10. Skorin-Kapov, J., "Tabu search applied to the quadratic assignment problems", ORMS Journal on Computing, 2(1), pp.33~45 (1990)
  11. Yang, T., "Semiconductor fabrication facility design using a hybrid search methodology", Computers and Industrial Engineering, 36, pp.565~583 (1999)

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