Abstract
This paper proposes a non-greedy local search heuristic for solving facility layout problem. The proposed heuristic works on non-greedy systematic pair wise exchange of two facilities, that is 2-exchange local search based on non-greedy strategy. Pair wise exchanges are accepted if the objective function value after the exchange is lowered or smaller than the average objective function increment divided by an intensity factor. Proposed heuristic is tested on commonly used Nugxx series problems and computational results show efficiency and effectiveness of proposed heuristic.
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References
Burkard, R.E., Karisch, S., Rendl, F.: QAPLIB - a quadratic assignment problem library. J. Glob. Opt. 10(1), 391–403 (1997)
Diponegoro, A., Sarker, B.R.: Machine assignment in a nonlinear multi-product flowline. J. Oper. Res. Soc. 54, 472–489 (2003)
Heragu, S.S., Kusiak, A.: Machine layout: An optimization and Knowledge Based Approach. Int. J. Prod. Res. 28(4), 615–635 (1990)
Heragu, S.S.: Recent models and techniques for solving the layout problem. Eur. J. Oper. Res. 57(2), 136–144 (1992)
Koopmans, T.C., Beckman, M.: Assignment problems and the location of economic activities. Economet. 25(1), 53–76 (1957)
Kusiak, A., Heragu, S.S.: The facility layout problem. Eur. J. Oper. Res. 29(3), 229–251 (1987)
Matai, R., Singh, S.P., Mittal, M.L.: Facility Layout Problem: A State-of-the-art Review. Vilak. XIMB J. Manag. 7(2), 81–106 (2010)
Sahni, S., Gonzalez, P.: P-Complete approximation problems. J. ACM 23(3), 555–565 (1976)
Singh, S.P., Sharma, R.R.K.: A survey on various approaches to solve facility layout problem. Int. J. Adv. Manu. Tech. 30, 425–433 (2006)
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© 2012 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering
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Matai, R., Singh, S.P., Mittal, M.L. (2012). A Non-greedy Local Search Heuristic for Facility Layout Problem. In: Das, V.V., Ariwa, E., Rahayu, S.B. (eds) Signal Processing and Information Technology. SPIT 2011. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 62. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32573-1_28
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DOI: https://doi.org/10.1007/978-3-642-32573-1_28
Publisher Name: Springer, Berlin, Heidelberg
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