Neuro-Fuzzy Approaches to Decision Making: Application to Check Authorization from Incomplete Information

نویسندگان

  • G. J. Vachtsevanos
  • S. S. Kim
  • J. R. Echauz
  • V. K. Ramani
چکیده

We describe the application of a multilayer perceptron, polynomial neural networks, and a fuzzy decision model to the problem of check approval from incomplete data. A simple benchmark case was established as a performance metric to compare the various non-linear strategies that were implemented. An overall improvement of at least 10% was obtained in each of these methods.

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تاریخ انتشار 2007