Optimization Methods, 5 op

Core content

• Linear optimization. Simplex and dual simplex algorithms. Nonlinear optimization. Newton's method, quasi-Newton methods, gradient and conjugate gradient methods.

Complementary knowledge

• Karush-Kuhn-Tucker conditions.

Specialist knowledge

• Algorithmic considerations for optimization algorithms such as ECP.