Optimization Models

1. Introduction

1.2. Optimization Models

2. Linear Algebra

2.3. Linear Equations

2.4. Least-Squares

2.5. Eigenvalues

2.6 Singular Values

3. Convex Models

3.7. Non-Convex Models

4. Duality

4.1. Weak Duality

4.2. Strong Duality

4.3. Applications

5. Case Studies

5.1. Senate Voting

5.2. Antenna Arrays

5.3. Localization

5.4. Circuit Design

Some Applications of SDP

SDP > Conic problems | LMIs | Standard Forms | Applications

Bounding portfolio risk with incomplete covariance information
Boolean quadratic programming
Matrix completion
Robust stability of linear dynamical systems

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