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A simulation-based decision support system for business process planning Author:Peer Volkner, Brigitte Werners Public: ELSEVIER Fuzzy Sets and Systems.

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Presentation on theme: "A simulation-based decision support system for business process planning Author:Peer Volkner, Brigitte Werners Public: ELSEVIER Fuzzy Sets and Systems."— Presentation transcript:

1 A simulation-based decision support system for business process planning Author:Peer Volkner, Brigitte Werners Public: ELSEVIER Fuzzy Sets and Systems Volume: 125,Issue: 3, February 1, 2002, pp. 275-287 Speaker: 9354609 J.Y. Huang Date : 2005/01/20

2 Simulation to business process planning(1/2) Static view of the process Dynamic processes Uncertainty and vagueness often occur in business processes Simulation systems only support the modeling of stochastic uncertainty Fuzzy sets and approximate inference

3 Simulation to business process planning(2/2) State transitions dependent on fuzzy values of variables A concept of qualitative simulation with fuzzy input, fuzzy output and the respective handling of such values The vagueness of verbal formulations is modeled using fuzzy sets theory.

4 Modeling uncertainty in GEPSIS The GEPSIS decision support system

5 Modeling uncertainty in GEPSIS Uncertain attributes  Linguistic variables  Possibility distribution ASSU Y=A where A is a fuzzy set Y is trapezoidal membership functions parameters a, b, c, d ;a ≦ b ≦ c ≦ d

6 Modeling uncertainty in GEPSIS Approximate reasoning for process control

7 Simulation of order processing

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10 Conclusion System modeling and Simulation provide valuable insights into business processes Permits us to model and redesign processes Contribute to the optimization of the business process


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