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An Inexact Trust-Region Method for Structured Nonsmooth Optimization with Application to Risk-Averse Stochastic Programming

Kouri, Drew P.
arXiv (All) · Papers
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90c1593e20optimization-and-control
We develop a trust-region method for efficiently minimizing the sum of a smooth function, a nonsmooth convex function, and the composition of a convex Lipschitz continuous function with a smooth function. Optimization problems with this structure arise in numerous applications including risk-averse
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