Numerical Linear Algebra

Course: Numerical Linear Algebra

Code: 3ФЕИТ08019

ECTS points: 6 ЕКТС

Number of classes per week: 3+0+0+3

Lecturer: Assoc. Prof. Dr. Biljana Nachevska - Nastovska

Course Goals (acquired competencies): Afer completing this course, the student willl have advanced knowledge in numerical linear algebra methods   and its application  in practical problems.

Course Syllabus: Introduction to Linear Algebra. Algorithms and Numerical Stability. QR factorization and least squares problems. Condition number. Systems of equations. Algorithms for finding  eigenvalues and eigenvectors. Shur decomposition and SVD. Iterative methods. Convergence analysis. Minimization methods. Applications.

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