Title :
Metric structures on some MTL-algebras and its applications
Author_Institution :
Dept. of Math., Xiangnan Univ., Chenzhou, China
Abstract :
This paper focus on establishing in a unified way metric structures on some MTL-algebras. Let M be one of the R0-algebra, MV -algebra, product algebra and G-algebra, ΩM be the set of all homomorphisms from M into the real unit interval [0; 1], and μ be a probability measure on ΩM. It is proved that these MTL-algebras (R0-algebra, MV -algebra, product algebra and G-algebra) are standardly separable, it means that a ≤ b iff v(a) ≤ v(b) for any v ∈ ΩM. The concepts of sizes of elements of M and similarity degrees of pairs of elements of M w.r.t. μ are introduced, and then a pseudo-metric on M is defined therefrom. As an applications, using metric MTL-algebras theories some more flexible approximate reasoning models of propositional logic could be established.
Keywords :
formal logic; inference mechanisms; ΩM; G algebra; MTL algebras theories; MV algebra; R0 algebra; approximate reasoning models; metric structures; product algebra; propositional logic; Algebra; Cognition; Cost accounting; Fuzzy logic; Lattices; Measurement; Semantics; Approximate reasoning; MTL-algebra; Pseudo-metric; Similarity degrees; Sizes; Standardly separable; Valuation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569690