A reachability-analysis method on projected gradient descent dynamics produces certified outer approximations to the minimizer sets of strongly convex programs whose costs depend on bounded uncertain parameters.
immrax: A Paral- lelizable and Differentiable Toolbox for Interval Analysis and Mixed Monotone Reachability in JAX
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Over-Approximating Minimizer Sets of Constrained Convex Programs with Parametric Uncertainty via Reachability Analysis
A reachability-analysis method on projected gradient descent dynamics produces certified outer approximations to the minimizer sets of strongly convex programs whose costs depend on bounded uncertain parameters.