Review of LMIs, Interior Point Methods, Complexity Theory, and Robustness Analysis

From end of intro: ...We would like to show that for certain problems in systems and control theory, there exist algorithms for which corresponding (xi) can be viewed as a certain measure of robustness, e.g., stability margin.