Week - 1 |
Examples on external problems |
Week - 2 |
Mathematical modelling |
Week - 3 |
Convex sets and convex functions |
Week - 4 |
Directional derivative |
Week - 5 |
Subdifferential |
Week - 6 |
One variable unconstrained optimization |
Week - 7 |
Line search withoutusing derivatives |
Week - 8 |
Newton's method |
Week - 9 |
Bisection search method |
Week - 10 |
Multi dimensional search using derivatives |
Week - 11 |
Methos of steepest descent |
Week - 12 |
Multivariable method of newton |
Week - 13 |
Subgradient optimization |
Week - 14 |
Applications |