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Solving Stochastic Optimization Problems With Stochastic Constraints: An Application In Network Design (1999)  (Make Corrections)  (1 citation)
Gül Gürkan, A. Yonca Özge, Stephen M. Robinson



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Abstract: Recently sample-path methods have been successfully used in solving challenging simulation optimization and stochastic equilibrium problems. In this paper we deal with a variant of these methods to solve stochastic optimization problems with stochastic constraints. Using optimality conditions, we convert the problem to a stochastic variational inequality. We outline a set of sufficient conditions for the almost-sure convergence of the method. We also illustrate an application by using the... (Update)

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BibTeX entry:   (Update)

G urkan, G., Ozge, A. Y., and Robinson, S. M. Solving stochastic optimization problems with stochastic constraints: An application in network design. WSC99 http://citeseer.ist.psu.edu/urkan99solving.html   More

@misc{ urkan-solving,
  author = "G. urkan and G. Ozge and A. Robinson",
  title = "Solving stochastic optimization problems with stochastic constraints: An
    application in network design",
  text = "G urkan, G., Ozge, A. Y., and Robinson, S. M. Solving stochastic optimization
    problems with stochastic constraints: An application in network design.
    WSC99",
  url = "citeseer.ist.psu.edu/urkan99solving.html" }
Citations (may not include all citations):
370   Network flows: theory (context) - Ahuja, Magnati et al. - 1993
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69   Strongly regular generalized equations (context) - Robinson - 1980
60   Engineering and economic applications of complementarity pro.. - Ferris, Pang - 1997
56   Discrete event systems: sensitivity analysis and stochastic .. (context) - Rubinstein, Shapiro - 1993
16   Asymptotic behavior of optimal solutions in stochastic progr.. (context) - Shapiro - 1993
11   Mathematics of Operations Research (context) - Operations, Rockafellar et al. - 1998
6   Samplepath solution of stochastic variational inequalities (context) - urkan, Ozge et al. - 1996
6   Sample-path solution of stochastic variational inequalities .. (context) - Ozge - 1997
5   Synthesis of a communication network (context) - Gomory, Hu - 1964
4   Approximation to optimization problems: an elementary review (context) - Kall - 1986
2   The Rutgers minimum cost network flow subroutines (context) - Grigoriadis, Hsu - 1979
1   Throughput optimization in tandem production lines via nonsm.. (context) - Dissertation, Industrial et al. - 1993
1   and Robinson (context) - Kluwer, -- et al. - 1999
1   Sample-path optimization of convex stochastic performance fu.. (context) - --, Diego et al. - 1996

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