Abstract
We prove a result on the connectedness of (abstract) probabilistic constraints P(h(x,ζ)≤0)≥p without any assumption on the distribution of ζ. An application to storage level constraints is discussed briefly. Illustrating examples are provided and a simple criterion for the required condition is given in the case of linear h.
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References
BIRGE, J. R., and LOUVEAUX, F., Introduction to Stochastic Programming, Springer, Berlin, Germany, 1997.
KALL, P., and WALLACE, S., Stochastic Programming, Wiley, New York, NY, 1994.
PRéKOPA, A., Stochastic Programming, Kluwer, Dordrecht, Holland, 1995.
PRéKOPA, A., and SZáNTAI, T., On Optimal Regulation of a Storage Leûel with Application to the Water Leûel Regulation of a Lake, European Journal of Operations Research, Vol. 3, pp. 175–189, 1978.
HENRION, R., and MöLLER, A., Optimization of a Continuous Distillation Process under Random Inflow Rate, to appear in Computers and Mathematics with Applications.
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Henrion, R. On the Connectedness of Probabilistic Constraint Sets. Journal of Optimization Theory and Applications 112, 657–663 (2002). https://doi.org/10.1023/A:1017976418636
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DOI: https://doi.org/10.1023/A:1017976418636