Osnova témat

  • BE1M16SIR, AE1M16SIR - System Analysis and Decision Making

    System approach and decision making, Decision models, Games theory, Decision making under uncertainty and risk, Decisions with multiple objectives, Stochastic programming,

    • Lectures

      1.   Overview, system approach
      2.   Decision making - definitions, classification, scales
      3.   Theory of games - methods of solution, typical applications
      4.   Decision making under risk and uncertainty - methods, applications
      5.   Decision making under uncertainty - methods, applications
      6.   Multiobjective optimization - introduction, criteria weights
      7.   Discrete multiobjective tasks - basic methods, applications
      8.   Discrete multiobjective tasks - advanced methods
      9.   Multiobjective vector tasks - basic methods, applications
      10.   Multiobjective vector tasks - advanced methods
      11.   Stochastic programming - active and passive methods
      12.   Expert methods - methods, organization
      13.   Expert methods - evaluation
      14.   Manager's role in decision
    • Training courses

      1.   Linear programming - overview
      2.   Decision making - typical tasks
      3.   Matrix games, methods of solution
      4.   Decision under risk and uncertainty, typical tasks, solution
      5.   Multiobjective optimization - typical tasks
      6.   Discrete multiobjective tasks - methods of solution
      7.   Goals definition and criteria
      8.   Multiobjective vector tasks - methods of solution
      9.   Case - multiobjective decision (team work)
      10.   Stochastic programming - methods of solution
      11.   Test
      12.   Expert methods - criteria weights
      13.   Expert methods - case (team work)
      14.   Software support for decision making
    • References

      1.   Ragsdale J.: Managerial Decision Modeling. Thomson 2006
      2.   Dennis, L.T., Dennis, B.L. Management Science. St. Paul: West Publishing company 1991
      3.   Slak N., Cooke S.: Making Management Decisions: Prentice Hall 1991
      4.  

      Lapin L. L.: Quantitative Methods for Business Decisions. The Diden Press 1994

      5

      Frank R., Bernanky B: Principles of Economy, 5th edition, McGrawHill, 2013, ISBN 978-0077769031

      6

      Cochender M et al. Decision Making Under Uncertainty: Theory and Application. Mit Press, 2015, ISBN13: 9780262029254