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IOR
2008
98views more  IOR 2008»
13 years 4 months ago
A Linear Decision-Based Approximation Approach to Stochastic Programming
Xin Chen, Melvyn Sim, Peng Sun, Jiawei Zhang
FSTTCS
2006
Springer
13 years 8 months ago
Approximation Algorithms for 2-Stage Stochastic Optimization Problems
Abstract. Stochastic optimization is a leading approach to model optimization problems in which there is uncertainty in the input data, whether from measurement noise or an inabili...
Chaitanya Swamy, David B. Shmoys
MP
2008
117views more  MP 2008»
13 years 4 months ago
Stochastic programming approach to optimization under uncertainty
In this paper we discuss computational complexity and risk averse approaches to two and multistage stochastic programming problems. We argue that two stage (say linear) stochastic ...
Alexander Shapiro
ANOR
2010
110views more  ANOR 2010»
13 years 4 months ago
Re-solving stochastic programming models for airline revenue management
We study some mathematical programming formulations for the origin-destination model in airline revenue management. In particular, we focus on the traditional probabilistic model ...
Lijian Chen, Tito Homem-de-Mello
WSC
2001
13 years 5 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