MOSI

Course: Modeling and Simulation

Department/Abbreviation: KEF/MOSI

Year: 2011 2012

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:
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.

• Introduction, basic terms and definitions (identification, simulation)
• Experiment (planning, individuality, variability, verification, experimental errors)
• Systems (outputs, inputs, state, state quantities, feedbacks)
• Mathematical model (differentiation, integration, delays)
• Modeling of systems on the computers (abstract and simulation model)
• Basic definitions form theory of systems (element, characteristics, classification, continuity, discreteness)
• Basic principle of analog modeling (analog displaying, basic linear operational elements and units, solving of the simplest differential equations)
• Digital computer (numerical integration, Euler method, accuracy of numerical solution)
• Modeling of stochastic phenomena (methods of generation of stochastic quantities, characteristics)
• Basic definitions and techniques for modeling and simulation of digital systems (diagnostic of logic circuits, modeling of failures)
• Example of computer model of neural network of back-propagation type