Modelling high-dimensional systems with fuzzy rules
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Date
2013
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE
Abstract
The use of large number of variables to describe complex
systems generates redundant elements and an excessive
complexity with a poor transparency of the model describing
the system. A particular interest is necessary to select
relevant input variables to identify the input structure. We
propose a method to select this structure in order to provide
a compromise between the complexity, the transparency and
the numerical accuracy of the studied model.
Description
Keywords
Fuzzy rule, Fuzzy inference system, Interpretative rule, Complex systems, High-dimensional System, Complexity reduction