This course focuses on the construction and analysis of numerical algorithms for solving some of the main linear algebra problems, such as the singular value decomposition, QR factorization, least square problems, linear systems, eigenproblems. These algorithms are the foundations of contemporary scientific computing and have applications in several fields of applied sciences and engineering.
Expected learning outcomes
Ability to construct and analyze the main algorithms of Numerical Linear Algebra. Development of implementation skills using Matlab and numerical verification of the theoretical results.