We will present some of these algorithms starting from a basic introduction ... in this class: linear programming, integer programming, approximation algorithms and traveling salesperson problem. It ...

Basic linear algebra methods including basic matrix/vector operations, solution of linear systems of equations ... principal component analysis, linear programming, and other related engineering ...