Course Information

Course Code:
Course Number:
Code Course Name Language Type
MAT 418E Optimization English Elective
Local Credits ECTS Theoretical Tutorial Laboratory
3 6 3 0 0
Course Prerequisites and Class Restriction
Prerequisites MAT 211 MIN DD
or MAT 211E MIN DD
or MAT 213 MIN DD
or MAT 213E MIN DD
or MAT 102 MIN DD
or MAT 102E MIN DD
or MAT 104 MIN DD
or MAT 104E MIN DD
or MAT 188 MIN DD
or MAT 188E MIN DD
Class Restriction None
Course Description
Unconstrained optimization; Conditions for local minima, structure and algorithmic properties of methods, Line search methods; Golden section method, Newton’s method, Multi variable problems; Descent methods, conjugate gradient methods, Quasi-Newton method, Constrained optimization; Linear and nonlinear programming; Lagrange multipliers, Kuhn-Tucker conditions, Nonlinear constrained optimization; Quadratic programming, penalty functions.