1. 
Name of discipline 
Computer simulation 
2. 
Training course, speciality 
1, 131 81 06 Web programming and Internet device technology 
3. 
Semester of study 
2 
4. 
Number of credits 
2.5 
5. 
Full name of lecturer 
doctor of physical and mathematical Sciences, associate Professor Vasily Volkov 
6. 
Objectives of the discipline 

7. 
Prerequisites 

8. 
Content of the discipline 
Classification of mathematical models. Matlab as a universal system of computer modeling. Differential equations as models of natural Sciences. Matlab PDEtool Application. Approximation and identification of mathematical models; linear regression and nonlinear fitting. Digital signal processing methods for modeling linear systems. Applications signal Analyzer simulation of artificial intelligence. Fuzzy inference systems and hybrid neural networks. Fuzzy and anfisedit applications. Statistical modeling. Statistical data analysis and machine learning. Clustering, findcluster application. Parallel programming and GPGPU technology.

9. 
Recommended reading 

10. 
Teaching method 
passive, active, interactive, verbal, visual, problem 
11. 
Language of instruction 
Russian 
12. 
Conditions (requirements), current control 

13. 
Current certification form 
exam 