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Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit

Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit

In classical inverse linear optimization, one assumes that a given solution is a candidate to be optimal. Real data are imperfect and noisy, so there is no guarantee that this assumption is satisfied. Inspired by regression, this paper presents a unified framework for cost function estimation in linear optimization comprising …