kibaekkim / DualDecomposition.jl

An algorithmic framework for parallel dual decomposition methods in Julia
MIT License
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Nontrivial extension to DRO #8

Closed kibaekkim closed 4 years ago

kibaekkim commented 4 years ago

It is not trivial to extend this package to the distributionally robust variant of stochastic programs (e.g., the formulation of Corollary 1 in http://www.optimization-online.org/DB_FILE/2020/04/7723.pdf). A main obstacle is the Lagrangian multipliers defined for non-coupling variables (i.e., y in the paper). To address that, the package may need to improve the design.