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» A splitting method for stochastic programs
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98
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EOR
2011
96views more  EOR 2011»
14 years 10 months ago
Analysis of stochastic dual dynamic programming method
Alexander Shapiro
ICTAI
2009
IEEE
15 years 10 months ago
Enhanced Inference for the Market Split Problem
Inference in constraint programming is usually based on the deductions generated by individual constraints which are then communicated to other constraints through domain filteri...
Tarik Hadzic, Eoin O'Mahony, Barry O'Sullivan, Mei...
124
Voted
WSC
2001
15 years 4 months ago
Monte Carlo simulation approach to stochastic programming
Various stochastic programmingproblemscan be formulated as problems of optimization of an expected value function. Quite often the corresponding expectation function cannot be com...
Alexander Shapiro
122
Voted
SIAMJO
2002
124views more  SIAMJO 2002»
15 years 3 months ago
The Sample Average Approximation Method for Stochastic Discrete Optimization
In this paper we study a Monte Carlo simulation based approach to stochastic discrete optimization problems. The basic idea of such methods is that a random sample is generated and...
Anton J. Kleywegt, Alexander Shapiro, Tito Homem-d...