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

Applications of SOCP

SOCP > SOC inequalities | Standard forms | Group sparsity | Applications

Minimum surface area.
Total variation image restoration.
Antenna array design.
Image annotation via group sparsity.
Sensor network localization.

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