This course will introduce students to real analysis,
linear algebra and convex optimization.
Students will be expected to explore and
learn the core concepts associated with set theory,
the real number system, metric spaces,
continuous functions, differentiation, Riemann
integration, interchange of limit operations,
systems of linear equations, manipulation of
matrices, linear transformations, orthogonality,
eigenvalues/eigenvectors, convex sets,
convex functions, (un)constrained optimization, and duality
|