DSOS and SDSOS optimization: More tractable alternatives to sum of squares and semidefinite optimization

Mathematics

• Sum of Squares 100%
• Square Optimization 100%
• Numerical Experiment 5%
• Statistics 5%
• Linear Programming 5%
• Control Theory 5%
• Running Time 5%
• Tradeoff 5%
• Application Area 5%
• Real Algebraic Geometry 5%
• Supplementary Material 5%
• Positive Semidefinite Matrix 5%
• Polynomial Optimization 5%
• MATLAB 5%
• Square Polynomial 5%

Keyphrases

• Sum of Squares Approach 37%
• MATLAB Package 12%
• Derivative Control 12%