Numerical-Optimization22

The assignment problem and solution

Assignment1_Problem 1:

Linear Least Squares Model for Covid Data

Assignment1_Problem 2:

Steepest Descent and Newton's Line Search Methods

Assignment1_Problem 3:

Use the steepest descent and Newtons algorithms using the backtracking line search to minimize the classic Rosenbrock function

Assignment2_Problem 1:

Conjugant Gradient method and eigenvalue distribution

Assignment2_Problem 2:

Linear Programming with revised simplex and dual simplex