Week - 1 |
Introduction to Nonlinear Programming (NLP) |
Week - 2 |
Convex sets |
Week - 3 |
Convex and Concave Functions |
Week - 4 |
One Variable Unconstraints Optimization Problems |
Week - 5 |
Bisection Method to Solve One Variable Unconstraint NLP Models |
Week - 6 |
Bisection Method to Solve One Variable Unconstraint NLP Models |
Week - 7 |
Multi Variables Unconstraint Optimization Problems |
Week - 8 |
Gradient Search Method to Solve Muşti Variable Unconstraint NLP Models |
Week - 9 |
General Form of NLP Medol, Karush-Kuhn Tucker (KKT) Conditions |
Week - 10 |
KKT Conditions for Equality Constraints and Inequality Constraint Problems |
Week - 11 |
Introduction to Convex Programming |
Week - 12 |
Introduction to Convex Programming |
Week - 13 |
Frank-Wolfe Algorithm |
Week - 14 |
Sequential Unconstrained Minimization Technique (SUMT) |