Fuzzy
Sets
Fuzzy subsets were introduced in 1965 by L.A. Zadeh [Zadeh,
1965]. The purpose of the fuzzy set concept [Bouchon-Meunier,
1995] is to authorize an element to belong to a class more or less
strongly . For example, a man of a given size:
- does not belong at
all to the class `` tall '' if he measures
1.50 meters,
- he belongs to it completely if
he measures 1.80 meters and,
- as his size approaches 1.80 meters, his membership of the class `` tall ''
becomes strong.
This notion allows us to deal with:
- classes with poorly defined boundaries
(such that `` young '' or `` far '');
- intermediate situations between
the whole and nothing (`` almost true '');
- the progressive transition from
one property to another (transition from `` warm '' to
`` hot '' as the temperature changes;
- the use of approximate values (`` about
12 years '').
It avoids the arbitrary use of rigid limits to classes. In the previous
example, it would be absurd to consider that a man of 1.78 meters is tall,
but that another of 1.775 meters is absolutely not tall.
The concept of fuzzy set softens the classical concept of subset.
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