Abstract
In this paper we consider a stochastic facility location model in which the weights of demand points are not deterministic but independent random variables, and the distance between the facility and each demand point isA-distance. Our objective is to find a solution which minimizes the total cost criterion subject to a chance constraint on cost restriction. We show a solution method which solves the problem in polynomial order computational time. Finally the case of rectilinear distance, which is used in many facility location models, is discussed.
References
A.A. Aly and J.A. White, Probabilistic formulations of the multifacility Weber problem. Nav. Res. Log. Quart. 25 (1978) 531–547.
Z. Drezner and G.O. Wesolowsky, The expected value of perfect information in facility location, Oper. Res. 28 (1980) 395–402.
R.L. Francis and J.A. White,Facility Layout and Location: An Analytical Approach (Prentice-Hall, 1974).
R.F. Love, J.G. Morris and G.O. Wesolowsky,Facility Location Models and Methods (Elsevier/North-Holland, 1988).
A. Mehrez and A. Stulman, The facility location problem when the underlying distribution is either dominated or dominating. ZOR 28 (1984) 157–161.
S. Shiode, H. Ishii and T. Nishida, A chance constrained minimax facility location problem, Math. Japonica 30 (1985) 783–803.
Y. Seppälä, On a stochastic multi-facility location problem, AIIE Trans. 7 (1975) 56–62.
S. Vajda,Probabilistic Programming (Academic Press, 1972).
J.E. Ward and R.E. Wendell, A new norm for measuring distance which yields linear location problem, Oper. Res. 28 (1980) 836–843.
J.E. Ward and R.E. Wendell, Using block norms for location modeling, Oper. Res. 33 (1985) 1074–1090.
G.O. Wesolowsky, Probabilistic weights in the one-dimensional facility location problem, Man. Sci. 24 (1977) 224–229.
P. Widmayer, Y.F. Wu and C.K. Wong, On some distance problems in fixed orientations, SIAM J. Comput. 16 (1987) 728–746.
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Shiode, S., Ishii, H. A single facility stochastic location problem undera-distance. Ann Oper Res 31, 469–478 (1991). https://doi.org/10.1007/BF02204864
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DOI: https://doi.org/10.1007/BF02204864