Course details

Intelligent Systems

SIN Acad. year 2010/2011 Winter semester 5 credits

Current academic year

Guarantor

Janoušek Vladimír, doc. Ing., Ph.D. (DITS)

Language of instruction

Czech

Completion

Examination

Time span

  • 26 hrs lectures
  • 10 hrs exercises
  • 2 hrs pc labs
  • 14 hrs projects

Department

Department of Intelligent Systems (UITS)

Study literature

    1. Russel, S., Norvig, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2
    2. Zeigler, B.P.: Theory of Modeling and Simulation, Academic Press; 2 edition (March 15, 2000), ISBN 978-0127784557
    3. Valeš, M.: Inteligentní dům. Brno, Vydavatelství ERA, 2006.
    4. Přibyl, P., Svítek, M.: Inteligentní dopravní systémy, Nakladatelství BEN, Praha 2001, ISBN 80-7300-029-6
    5. Automatizace. http://www.automatizace.cz/

Syllabus of lectures

  1. Introduction. Intelligent systems overview
  2. Agent architectures
  3. Simulation modeling in the development of intelligent systems
  4. Fuzzy logic and fuzzy control
  5. Learning systems. Neural networks
  6. Genetic algorithms. Genetic programming
  7. Markov decision process
  8. Reinforcement learning
  9. Planing and Scheduling 
  10. Robotic systems
  11. Multiagent systems
  12. Selected applications
  13. Summary

Syllabus of numerical exercises

  1. Jazyky pro umělou inteligenci
  2. Základy Smalltalku
  3. Modelování na bázi DEVS
  4. Modelování inteligentních systémů
  5. Simulovaná robotika

Course inclusion in study plans

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