VIRTUAL LIBRARY

for Bachelor and Master Degree Students


Course: Computer Modeling (Modeling and Simulation)

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http://81.161.243.40/subjects/_index.php?cid=24110671
Available in: Bulgarian, English
Anotation: The aim of the course “Computer modeling” is:  to introduce students to fundamental mathematical concepts and theories used in area of modeling (stochastic and discrete);  to present the special features of complex dynamic system, its structure and behavior;  to classified and compare the main methods for modeling and simulation and describe the basic principles of the model designing, adequacy, program realization, validation and implementation;  to present some actual practice models of real systems, networks and processes in computer engineering area. After this course the students will know the main principles, basic methods and specific tools for systems and processes modeling and simulation. On completion of this course the students will be able to design analytic and simulation models of computer systems, networks and processes on base of determine and stochastic techniques. The main areas of knowledge is connected to the following topics: Numerical methods and mathematical formalization; Discrete mathematics; Theory of the probabilities; Queuing theory; Markov processes (Markov chains); Random variable generation; Discrete events simulation; Monte Carlo method; Statistical analysis.

The course is related to the following courses during the computer education: Discrete structures; Principles of algorithms and programming; Computer organization; Computer Architectures; Software engineering; Computer networks; Reliability and diagnostics of computer systems, VLSI design, Computer systems performance investigation, etc.
ECTS credits: 6
Entered on: 29 August 2004
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