Mathematical Methods

Course Code:
11MAMY
Academic Degree:
bachelor
Study Programme:
Technology in Transportation and Telecommunications (B 3710)
semesterlanguagestudy field / specialization
4czechITS Intelligent Transport Systems - 3711R004
Form of Study:
full-time
Credits:
7
Number of Hours:
3 + 3 hours per week - in full-time study
Type of Course:
obligatory
Course Completion:
credit, exam
Course Tutor:
 
roh  Lectures:
Dr. Ing. Jan Přikryl
roh  Training Course:
Dr. Ing. Jan Přikryl
Supervising Department:
Department of Applied Mathematics (16111)
Keywords:
Mathematical control theory, mathematical modelling, data processing, model identification from data, mathematical programming, optimalisation, graph problems.
Abstract:
Introduction to mathematical control theory, mathematical modelling. Introduction to statistical learning and system modelling from data. Mathematical optimalisation, linear and dynamic programming, multi-criterial optimisation, graph problems.
Objectives:
Students know the elementary mathematical control theory, they are familiar with general principles of mathematical modelling and modelling from data, and they can apply this knowledge to simple ITS problems. Students know basic optimalisation methods and can apply them to practical problems.