Week - 1 |
Introduction to Numerical Methods |
Week - 2 |
Fundamental Concepts in Linear Algebra |
Week - 3 |
Introduction to Nonlinear Equations |
Week - 4 |
Iterative Methods for Solution of Nonlinear Problems |
Week - 5 |
Interpolation |
Week - 6 |
Various Solutions of Differential Equations: Euler Method, Runge-Kutta Method, Adams Method |
Week - 7 |
General Definition of An Optimization Problem |
Week - 8 |
Simplex Method |
Week - 9 |
Gradient Methods |
Week - 10 |
Constraint Optimization Problems |
Week - 11 |
Heuristic Methods 1: Genetic Algorithm |
Week - 12 |
Heuristic Methods 2: Particle Swarm Optimization |
Week - 13 |
Heuristic Methods 3: Tabu Search |
Week - 14 |
Heuristic Methods 4: Simmulated Annealing |