کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
569722 | 876686 | 2011 | 6 صفحه PDF | دانلود رایگان |
A new method for semi-automatic fuzzy training is introduced. This technique combines statistical data analysis with the training of fuzzy rules. The modeler controls the fuzzy training system with easily-understood parameters. An incomplete set of fuzzy rules can be refined by the expert as well as reveal information about the data set. The effectiveness of the new method is demonstrated using two examples. The fuzzy training algorithm was implemented as open source software with a graphical user interface.
► A new method for semi-automatic fuzzy training is introduced.
► The modeler controls the fuzzy training system with easily-understood parameters.
► The effectiveness of the new method is demonstrated using two examples.
► The fuzzy training algorithm was implemented as open source software.
Journal: Environmental Modelling & Software - Volume 26, Issue 12, December 2011, Pages 1568–1573