Goguen categories extend the relational calculus and its categorical
formalization to the fuzzy world. Starting from the fundamental
concepts of sets, binary relations and lattices this book introduces
several categorical formulations of an abstract theory of relations
such as allegories, Dedekind categories and related structures. It is
shown that neither theory is sufficiently rich to describe basic
operations on fuzzy relations. The book then introduces Goguen
categories and provides a comprehensive study of these structures
including their representation theory, and the definability of
norm-based operations. The power of the theory is demonstrated by a
comprehensive example. A certain Goguen category is used to specify
and to develop a fuzzy controller. Based on its abstract description
as well as certain desirable properties and their formal proofs, a
verified controller is derived without compromising the - sometimes -
intuitive choice of norm-based operations by fuzzy engineers.
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A Categorical Approach to L-fuzzy Relations
Produktdetaljer
ISBN
9781402061646
Publisert
2020
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter