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Published byLaureen Ray Modified over 9 years ago
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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 Volume: 125,Issue: 3, February 1, 2002, pp. 275-287 Speaker: 9354609 J.Y. Huang Date : 2005/01/20
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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
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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.
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Modeling uncertainty in GEPSIS The GEPSIS decision support system
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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
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Modeling uncertainty in GEPSIS Approximate reasoning for process control
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Simulation of order processing
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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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