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Tabu Search for the Single Row Facility Layout Problem in FMS using a 3-opt Neighborhood

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  • Kothari, Ravi
  • Ghosh, Diptesh

Abstract

Since material handling agents in a FMS are most efficient when moving in straight lines, a common layout of machines in a FMS is a single row layout. This allows a floor designer to model the problem of generating an optimal machine layout in a FMS as a single row facility layout problem (SRFLP). Due to the computational complexity involved in solving the SRFLP, researchers have developed several heuristics to solve large instances of the problem. In this paper, we present a tabu search implementation based on a 3-opt neighborhood search scheme. We also present a technique to speed up the exhaustive 3-opt neighborhood search process significantly. Our computational experiments show that speed up of the 3-opt search is effective, and our tabu search implementation is competitive. The results we present here are better than the currently known best layouts for several large sized benchmark SRFLP instances, and competitive for other benchmark instances.

Suggested Citation

  • Kothari, Ravi & Ghosh, Diptesh, 2012. "Tabu Search for the Single Row Facility Layout Problem in FMS using a 3-opt Neighborhood," IIMA Working Papers WP2012-02-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    • Handle: RePEc:iim:iimawp:11431
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    References listed on IDEAS

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    1. Datta, Dilip & Amaral, André R.S. & Figueira, José Rui, 2011. "Single row facility layout problem using a permutation-based genetic algorithm," European Journal of Operational Research, Elsevier, vol. 213(2), pages 388-394, September.
    2. Miguel F. Anjos & Anthony Vannelli, 2008. "Computing Globally Optimal Solutions for Single-Row Layout Problems Using Semidefinite Programming and Cutting Planes," INFORMS Journal on Computing, INFORMS, vol. 20(4), pages 611-617, November.
    3. Kothari, Ravi & Ghosh, Diptesh, 2011. "The Single Row Facility Layout Problem: State of the Art," IIMA Working Papers WP2011-12-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
    4. Ravi Kumar, K. & Hadjinicola, George C. & Lin, Ting-li, 1995. "A heuristic procedure for the single-row facility layout problem," European Journal of Operational Research, Elsevier, vol. 87(1), pages 65-73, November.
    5. Jean-Claude Picard & Maurice Queyranne, 1981. "On the One-Dimensional Space Allocation Problem," Operations Research, INFORMS, vol. 29(2), pages 371-391, April.
    6. André R. S. Amaral, 2008. "An Exact Approach to the One-Dimensional Facility Layout Problem," Operations Research, INFORMS, vol. 56(4), pages 1026-1033, August.
    7. Sunderesh S. Heragu & Andrew Kusiak, 1988. "Machine Layout Problem in Flexible Manufacturing Systems," Operations Research, INFORMS, vol. 36(2), pages 258-268, April.
    8. Donald M. Simmons, 1969. "One-Dimensional Space Allocation: An Ordering Algorithm," Operations Research, INFORMS, vol. 17(5), pages 812-826, October.
    9. Amaral, Andre R.S., 2006. "On the exact solution of a facility layout problem," European Journal of Operational Research, Elsevier, vol. 173(2), pages 508-518, September.
    10. Heragu, Sunderesh S. & Alfa, Attahiru Sule, 1992. "Experimental analysis of simulated annealing based algorithms for the layout problem," European Journal of Operational Research, Elsevier, vol. 57(2), pages 190-202, March.
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