Department of Information & Communication Systems Engineering
University of the Aegean
SCHOOL OF ENGINEERING

Department of Information
& Communication Systems Engineering

Information & Communication Systems Security
Information Systems
Artificial Intelligence
Computer & Communication Systems
Geometry, Dynamical Systems & Cosmology
 
Μαθηματική Μοντελοποίηση

Title: Μαθηματική Μοντελοποίηση
Lesson Code: 321-9855
Semester: 8
ECTS: 5
Theory Hours: 3
Lab Hours: 2
Faculty: Konstantinou Elisavet
 
Content outline

The concept of mathematical modeling and its applications, modeling of stochastic systems and simulation of random variables, random number generators and properties, simulation methods for continuous and discrete random variables, synthesis method, simulation of Poisson processes with constant / changing rate, Monte Carlo simulation, statistical tests.

 
Learning outcomes

Familiarization of students with methods of simulation of random variables using Matlab, as well as their application to engineering problems. In addition, students will be able to understand the basic properties and applications of pseudo-random sequences and to simulate stochastic processes of discrete and continuous time.

 
Prerequisites

Applied Mathematics, Linear Algebra.

 
Basic Textbooks

Notes of the tutor.

 
Learning Activities and Teaching Methods

Systematic development and explanation of the theory, methods of solutions of exercises, use of Matlab.

 
Assessment/Grading Methods

Exercises in Matlab

One final written exam.

 
Language of Instruction
Greek, English (for Erasmus students)
 
Μode of delivery

Face-to-face.



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SCHOOL OF ENGINEERING
Department of Information & & Communications Systems Engineering

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