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Once the infer ence methodology and defuzzifcation method have been chosen, the process of enumerating the necessary linguistic variables can commence.
62 A Primer on Machine Learning Applications in Civil Engineering optimization (in which usually only aspects of the model such as the shape and location of membership functions and the number and form of rules are altered) or structure optimization (in which all aspects of the system, including items such as the inference methodology, defuzzifcation method, or number of linguistic variables may be altered).
The process of the fuzzy inference system involves all of the procedures that are described in the following sections. 3.10.4 A Linguistic Variable A linguistic variable is a variable whose values are the words of sentences in a natural or artifcial language; it takes fuzzy variables as its values.
For instance, let 'rainfall' be a linguistic variable.
Conditional fuzzy state ments, often termed 'production rules,' are actually the relations between linguistic variables.
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