# Calendar

LEC # | Topics
--- | ---
1 | Introduction
2 | Unconstrained Optimization - Optimality Conditions
3 | Gradient Methods
4 | Convergence Analysis of Gradient Methods
5 | Rate of Convergence
6 | Newton and Gauss - Newton Methods
7 | Additional Methods
8 | Optimization Over a Convex Set; Optimality Conditions
9 | Feasible Direction Methods
10 | Alternatives to Gradient Projection
11 | Constrained Optimization; Lagrange Multipliers
12 | Constrained Optimization; Lagrange Multipliers
13 | Inequality Constraints
14 | Introduction to Duality
15 | Interior Point Methods
16 | Penalty Methods
17 | Augmented Lagrangian Methods
18 | Duality Theory
19 | Duality Theorems
20 | Strong Duality
21 | Dual Computational Methods
22 | Additional Dual Methods