MOSI

Course: Modeling and Simulation

Department/Abbreviation: KEF/MOSI

Year: 2020

Guarantee: 'doc. Ing. Luděk Bartoněk, Ph.D.'

Annotation: The course topics are focused on the methods and tools of modeling and simulation of real and designed continuous and digital systems by means of analog and digital computers.

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Course review:
1. Introduction - concepts (identification, simulation) 2. Experiment (planning, individuality, versatility, verification, experimental errors) 3. System (inputs , outputs, state, state variables, feedback) 4. Mathematically model (derivation, integration, delay) 5. Modeling of systems (abstract simulation model) 6. Basic concepts of systems theory (element, characterization, classification, continuity, confidentiality) 7. The basic principle of analog modeling (analog display, basic linear operating elements and units the simplest solution of differential equations) 8. Digital computer (numerical integration, Euler's method, the accuracy of numerical solutions) 9. Modeling of random events (methods of generating random variables, characteristics) 10.Basic concepts and techniques for modeling and simulation of digital systems ( Diagnosis of logic circuits, modeling faults). 11.Example of a computer neural network model of the "back-propagation" (back-propagation)