A C++ Library For Fuzzy Sensitivity Analysis And Multiple Fuzzy Linear Regression
Price
Free (open access)
Volume
16
Pages
11
Published
1996
Size
85 kb
Paper DOI
10.2495/AI960381
Copyright
WIT Press
Author(s)
V. Fortin & B. Bobée
Abstract
Fuzzy sets theory has proven over the years to be a valuable tool for modeling uncertainty in engineering. It is used extensively in control, in expert systems and in rule-based models. However, applications to sensitivity analysis and regression are still few, mainly because there is no appropriate software available. A C++ library of objects has been developed to easily and efficiently introduce fuzzy sensitivity analysis into new or existing C/C++ code, and to perform multiple fuzzy linear regression. An outline of the library is given, together with examples of applications in hydrologic engineering. For problems involving only fuzzy regression, a more user-friendly interface is currently being developed. Introduction
Keywords
