Optimality and duality theory for stochastic optimization problems with nonlinear dominance constraints

Optimality and duality theory for stochastic optimization problems with nonlinear dominance constraints

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Article ID: iaor20051149
Country: Germany
Volume: 99
Issue: 2
Start Page Number: 329
End Page Number: 350
Publication Date: Jan 2004
Journal: Mathematical Programming
Authors: ,
Abstract:

We consider a new class of optimization problems involving stochastic dominance constraints of second order. We develop a new splitting approach to these models, optimality conditions and duality theory. These results are used to construct special decomposition methods.

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