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System Analysis and Decision Support in Computer Science

Slajdy
  1. Model in the systems research
  2. Identification
    1. Model building task based on experiment
    2. Determination of the plant parameters
    3. Choice of the best model
  3. Estimation
    1. Noised measurements of the physical values
    2. Estimation of plant parameter with noisy measurements
    3. Estimation of the plant parameter with random value
    4. Choice of the best model, probabilistic case
  4. Model based decision making
  5. Numerical optimization methods
    1. Line search
    2. Multidimensional search without derivatives
    3. Multidimensional search using derivatives
  6. Constrained optimization methods
  7. Linear programming
  8. Integer programming
  9. Decision making under uncertainty
  10. Multistage decision making
  11. Decomposition and coordination of the optimization task
  12. Multicriteria decision making
  13. Identification of dynamic plants
    1. Differential equations
    2. Impulse_response
    3. Difference_equations
  14. Complex systems modeling
  15. Complex of operation systems
  16. Summary
Supplementary
  1. Optimization libraries
  2. Exam