Week - 1 |
Methods in One Variable Optimization; Multivariable Optimization; |
Week - 2 |
Methods in One Variable Optimization; Multivariable Optimization; Gradient Method; |
Week - 3 |
Multivariable Optimization; Gradient Method; |
Week - 4 |
Gradient Method; Affine Sets; |
Week - 5 |
Convex Sets; Separation Theorem; |
Week - 6 |
Polyhedral Sets; Corner Points; |
Week - 7 |
Cones; Convex Functions; |
Week - 8 |
Directional Derivatives; Subdifferential; |
Week - 9 |
Nonlinear Programing; Convex Programming Problem; |
Week - 10 |
Duality Theory in Convex Programming; Simplex Method; |
Week - 11 |
Penalty Function Method. |