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You make an initial decision before the uncertainty is revealed. These are often called "here-and-now" decisions (e.g., building a factory, buying initial inventory).
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Mathematically, a standard two-stage linear stochastic program is formulated as follows:
Stochastic programming is a framework for modeling and solving optimization problems that involve uncertain parameters. It is widely used in various fields such as finance, energy, transportation, and supply chain management, where decisions have to be made under uncertainty. Offers free syllabus materials
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This framework models decisions made in a specific sequence: