Browsing Mathematics (Faculty of) by Subject "robust optimization"
Now showing items 1-2 of 2
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Building Networks in the Face of Uncertainty
(University of Waterloo, 2011-08-26)The subject of this thesis is to study approximation algorithms for some network design problems in face of uncertainty. We consider two widely studied models of handling uncertainties - Robust Optimization and Stochastic ... -
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 ...