Mathematical Methods

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Code	Completion	Credits	Range	Language
11MAMY	Z,ZK	7	3P+3C	Czech

Course guarantor:

Jan Přikryl

Lecturer:

Michal Matowicki, Jan Přikryl

Tutor:

Michal Matowicki, Jan Přikryl

Supervisor:

Department of Applied Mathematics

Synopsis:

Mathematical modeling. The system and its mathematical description. Types of signals. Basic system responses. Convolution. State models. Principle of general / stationary / linear state description. Data measurement. Uncertainty in measured data. Data normalization. Preparation of data for further processing. Linear state model over noisy data. Kalman filter condition estimation. Statistical learning methods. Regression, classification.

Requirements:

Mathematics (in Czech that would be 11LA, 11CAL, 11STAT) physics (11FYZ)

Syllabus of lectures:

Syllabus of tutorials:

Study Objective:

The course deals with the theoretical foundations and applications of mathematical algorithms and numerical procedures used in the field of intelligent transport systems. It functions as a basis for follow-up professional subjects in the field of ITS.

Study materials:

JAMES, Gareth, et al. An introduction to statistical learning. New York: Springer, 2013.

HEATH, Michael T. Scientific computing An Introductory Survey. 2. vyd. New York: McGraw-Hill, 2002.

OPPENHEIM, Alan V., Alan S. WILLSKY a Syed Hamid NAWAB. Signals and Systems. 2. vyd. Upper Saddle River: Prentice Hall, 1997, 957 s. ISBN 01-381-4757-4

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Note:

Further information:

http://zolotarev.fd.cvut.cz/mamy/

Time-table for winter semester 2024/2025:

Time-table is not available yet

Time-table for summer semester 2024/2025:

	06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue	roomHO:B-302 Přikryl J. 09:45–14:45 (lecture parallel221) Horská 3 (nová budova) roomHO:B-116 Přikryl J. 11:30–14:45 (lecture parallel221) Horská 3 (nová budova)
Wed	roomHO:B-302 Přikryl J. 09:45–14:45 (lecture parallel221) Horská 3 (nová budova) roomHO:B-116 Přikryl J. 11:30–14:45 (lecture parallel221) Horská 3 (nová budova)
Thu	roomHO:B-302 Přikryl J. 09:45–14:45 (lecture parallel221) Horská 3 (nová budova) roomHO:B-116 Přikryl J. 11:30–14:45 (lecture parallel221) Horská 3 (nová budova)
Fri

The course is a part of the following study plans:

Bachelor TET-ITS Full-Time from 2022/23 (compulsory course)
Bachelor TET-ITS Full-Time from 2023/24 (compulsory course)
Bachelor TET-ITS Full-Time from 2024/25 (compulsory course)