CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024

Linear Algebra

Code Completion Credits Range Language
BI-LIN Z,ZK 7 4P+2C Czech
Vztahy:
During a review of study plans, the course BI-LA1.21 can be substituted for the course BI-LIN.
It is not possible to register for the course BI-LIN if the student is concurrently registered for or has already completed the course BI-LA1.21 (mutually exclusive courses).
It is not possible to register for the course BI-LIN if the student is concurrently registered for or has previously completed the course BI-LA1.21 (mutually exclusive courses).
Garant předmětu:
Daniel Dombek
Lecturer:
Daniel Dombek
Tutor:
Daniel Dombek
Supervisor:
Department of Applied Mathematics
Synopsis:

The course is taught in Czech.

Students understand the theoretical foundation of algebra and mathematical principles of linear models of systems around us, where the dependencies among components are only linear. They know the basic methods for operating with matrices and linear spaces. They are able to perform matrix operations and solve systems of linear equations. They can apply these mathematical principles to solving problems in 2D or 3D analytic geometry. They understand the error-detecting and error-correcting codes.

Requirements:

Secondary school mathematics.

Syllabus of lectures:

Course lectures is taught in Czech.

1. Polynomials, roots of polynomials, irreducible polynomials. Polynomials in R, C, Q.

2. Sets of linear equations. Gaussian elimination method.

3. Linear spaces, axiomatic definition.

4. Linear combination and linear independence.

5. Bases, dimensions, vector coordinates in a base.

6. Linear maps (homomorphism, isomorphism), kernel, defect, composition of maps.

7. Matrices, matrix operations.

8. Determinants.

9. Inverse matrix, its calculation.

10. Matrix of homomorphism. Rotation, projection onto a straight line (plane), symmetry with respect to a straight line (plane) in R^2, R^3. Transformation of coordinates.

11. Eigenvalues and eigenvectors of a matrix or a linear map.

12. Scalar product, orthogonality. Euclidean and unitary space. Linear map of Euclidean and unitary spaces. Affine space. Affine transformation. Translation.

13. Group, ring, field. Properties of a field. Finite fields.

14. Self-correcting codes.

Syllabus of tutorials:

The course seminary is taught in Czech.

Students understand the theoretical foundation of algebra and mathematical principles of linear models of systems around us, where the dependencies among components are only linear. They know the basic methods for operating with matrices and linear spaces. They are able to perform matrix operations and solve systems of linear equations. They can apply these mathematical principles to solving problems in 2D or 3D analytic geometry. They understand the error-detecting and error-correcting codes.

1. Operations with polynomials. Roots of polynomials.

2. Sets of linear equations. Gaussian elimination method.

3. Linear dependence and independence.

4. Bases, dimensions, vector coordinates in a base. Coordinate transformations.

5. Matrices, matrix operations.

6. Determinants and their calculation.

7. Inverse matrix and its calculation.

8. Sets of linear equations. Cramer's Theorem.

9. Linear map, linear map matrix.

10. Eigenvalues and eigenvectors of a matrix.

11. Scalar product, orthogonality.

12. Affine transformation. Translation.

13. Group, ring, field. Properties of a field. Finite fields.

14. Self-correcting codes.

Study Objective:

The course is taught in Czech.

The goal of the module is to build basic mathematical way of thinking and provide students

Study materials:

The course is taught in Czech.

1. Pták, P. Introduction to Linear Algebra. ČVUT, Praha, 2005.

Note:
Further information:
https://courses.fit.cvut.cz/BI-LIN/
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2024-08-07
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet1121206.html