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 LP and QP

LP and QP > Polyhedra | Standard forms | Polyhedral Functions | Min-Cardinality | Applications

Linear binary classification
LP relaxations of boolean problems
Network flows
Portfolio optimization
Filter design

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