Applied linear algebra 2 | Faculty of Technical Sciences

Subject: Applied linear algebra 2 (17.0M531)

Type of studies	Title
Master Academic Studies	Mathematics in Engineering (Year: 1, Semester: Summer)

General information:

Category	Scientific-professional
Scientific or art field	Teorijska i primenjena matematika
ECTS	5

To enable students to think abstractly and to apply knowledge acquired in linear algebra.

Student is competent to use mathematical models and methods of linear algebra in practical work and further education.

Solving systems of linear equations. Solving linear least squares problems. Calculation of eigenvalues for symmetric matrices. Calculation of eigenvalues for non-symmetric matrices. Error analysis. Block generalizations. Applications in engineering. MATLAB algorithms.

Lectures. Demonstrations. Consultations. Lectures are organized in combined form. The presentation of the theoretical part is followed by the corresponding examples which contribute to better understanding of the theoretical part. Demonstrations follow the lectures and consist of practical examples. In addition to lectures and demonstrations, there are regular consultations.

Authors	Title	Year	Publisher	Language
L.N. Тrefethen, D. Bau, III	Numerical Linear Algebra	1997	SIAM	English
L. Hogben	Handbook of Linear Algebra	2007	CRC Press	English
J.W. Demmel	Applied Numerical Linear Algebra	1997	SIAM	English
R.A. Horn and Charles R. Johnson	Matrix Analysis	1999	Cambridge University Press	English
Y. Saad	Iterative Methods for Sparse Linear Systems	2003	SIAM	English
A. Greenbaum	Iterative Methods for Solving Linear Systems	1997	SIAM	English
G.W. Stewart	Matrix Algorithm	1998	SIAM	English