Concept lattices associated with L-Fuzzy W-contexts
Article Sidebar
Main Article Content
Ana Burusco Juandeaburre
Ramón Fuentes-González
\begin{abstract}
\noindent We generalize in this paper the
$L$-Fuzzy concept theory we developed in a previous paper ([1]),
using the composition of $L$-Fuzzy relations. This theory models knowledge
acquisition and
classification and takes as departure point Wille's idea ([5]).
We begin the work defining $L$-Fuzzy W-contexts as the tuples (L,W,X,Y,
$\underset{\textstyle \backsim}{R}$) where W, X and Y are the sets of labels, objects and
attributes respectively, and
$\underset{\textstyle \backsim}{R}\in L^{X\times Y}$ is an $L$-Fuzzy relation.
From these contexts, we will give the operators needed to define the \linebreak
$L$-Fuzzy W-concepts.
These concepts will be pairs of relations ($\underset{\textstyle \backsim}{P},
\underset{\textstyle \backsim}{Q}$) where $\underset{\textstyle \backsim}{P}\in L^{W\times X}$,
$\underset{\textstyle \backsim}Q\in L^{W\times Y}$ satisfying $\underset{\textstyle \backsim}{P_{1}}=
\underset{\textstyle \backsim}Q$ and $\underset{\textstyle \backsim}Q_{2}=
\underset{\textstyle \backsim}P$ with the operator 1 and 2 definitions given.
After proving the lattice structure of the $L$-Fuzzy W-concepts set, we
analyse a practical
example where we interpret the new concept definition
\bigskip
\noindent {\bf Key words:}
$L$-Fuzzy concepts, $L$-Fuzzy W-concepts,
$L$-Fuzzy W-contexts, Conceptual knowledge.
\end{abstract}
\noindent We generalize in this paper the
$L$-Fuzzy concept theory we developed in a previous paper ([1]),
using the composition of $L$-Fuzzy relations. This theory models knowledge
acquisition and
classification and takes as departure point Wille's idea ([5]).
We begin the work defining $L$-Fuzzy W-contexts as the tuples (L,W,X,Y,
$\underset{\textstyle \backsim}{R}$) where W, X and Y are the sets of labels, objects and
attributes respectively, and
$\underset{\textstyle \backsim}{R}\in L^{X\times Y}$ is an $L$-Fuzzy relation.
From these contexts, we will give the operators needed to define the \linebreak
$L$-Fuzzy W-concepts.
These concepts will be pairs of relations ($\underset{\textstyle \backsim}{P},
\underset{\textstyle \backsim}{Q}$) where $\underset{\textstyle \backsim}{P}\in L^{W\times X}$,
$\underset{\textstyle \backsim}Q\in L^{W\times Y}$ satisfying $\underset{\textstyle \backsim}{P_{1}}=
\underset{\textstyle \backsim}Q$ and $\underset{\textstyle \backsim}Q_{2}=
\underset{\textstyle \backsim}P$ with the operator 1 and 2 definitions given.
After proving the lattice structure of the $L$-Fuzzy W-concepts set, we
analyse a practical
example where we interpret the new concept definition
\bigskip
\noindent {\bf Key words:}
$L$-Fuzzy concepts, $L$-Fuzzy W-concepts,
$L$-Fuzzy W-contexts, Conceptual knowledge.
\end{abstract}
Article Details
Com citar
Burusco Juandeaburre, Ana; Fuentes-González, Ramón. «Concept lattices associated with L-Fuzzy W-contexts». Mathware & soft computing, 1996, vol.VOL 3, núm. 3, http://raco.cat/index.php/Mathware/article/view/84683.
Articles més llegits del mateix autor/a
- Pedro Burillo López, Noé Frago Paños, Ramón Fuentes-González, Generation of fuzzy mathematical morphologies , Mathware & soft computing: 2001: Vol.: 8 Núm.: 1
- Maria Cristina Alcalde, Ana Burusco Juandeaburre, Ramón Fuentes-González, A characterization for residuated implications on J [0, 1]. Application to the L-fuzzy concept theory. , Mathware & soft computing: 2005: Vol.: 12 Núm.: 2-3
- Pedro Burillo López, Ramón Fuentes-González, León González Sotos, On Completeness and Direction in Fuzzy Relational Systems , Mathware & soft computing: 1998: Vol.: 5 Núm.: 2-3
- Pedro Burillo López, Ramón Fuentes-González, León González Sotos, Ángel Marín Martínez, On contrast intensification operators and fuzzy equality relations , Mathware & soft computing: 2000: Vol.: 7 Núm.: 1
- Pedro Burillo López, Noé Frago Paños, Ramón Fuentes-González, Fuzzy morphological operators in image processing , Mathware & soft computing: 2003: Vol.: 10 Núm.: 2-3
- Ana Burusco Juandeaburre, Ramón Fuentes-González, The study of the L-fuzzy concept lattice , Mathware & soft computing: 1994: Vol.: 1 Núm.: 3
- A. Nuñez, Pedro Burillo López, Ramón Fuentes-González, León González Sotos, Overtaker binary relations on complete completely distributive lattices related to the level sets of the L-fuzzy Sets , Mathware & soft computing: 1994: Vol.: 1 Núm.: 1
- Ana Burusco Juandeaburre, Ramón Fuentes-González, The embedding if the formal concept analysis inte the L-fuzzy concept theory , Mathware & soft computing: 1998: Vol.: 5 Núm.: 1