Browsing Combinatorics and Optimization by Subject "sensitivity analysis"
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Nonsmooth Newton Methods for Solving the Best Approximation Problem; with Applications to Linear Programming
(University of Waterloo, 2023-12-19)In this thesis, we study the effects of applying a modified Levenberg-Marquardt regularization to a nonsmooth Newton method. We expand this application to exact and inexact nonsmooth Newton methods and apply it to the ... -
Sensitivity Analysis and Robust Optimization: A Geometric Approach for the Special Case of Linear Optimization
(University of Waterloo, 2018-12-21)In this thesis, we study the special case of linear optimization to show what may affect the sensitivity of the optimal value function under data uncertainty. In this special case, we show that the robust optimization ...