Linear Systems: Chapters 4, 5, 6

Covers linear systems, diagonal and triangular matrices, and LU factorization.

Covers the basics of linear algebra, including matrix operations and singular value decomposition.

Covers the resolution of linear systems and its link to optimization problems.

Explores optimal control and KKT conditions for non-linear optimization with constraints.

Covers direct methods for solving linear systems in numerical analysis.