Synonyms
Structure of truth values
Definition
The residuated lattice is a basic algebraic structure accepted as a structure of truth values for fuzzy logic and fuzzy set theory. In general, it is an algebra
where L is a support, ∨ and ∧ are binary lattice operations of join and meet, 0 is the smallest and 1 is the greatest element. The ⊗ is additional binary operation of product that is associative and commutative, and a ⊗ 1 = a holds for every a ∈ L. The → is a binary residuation operation that is adjoined with ⊗ as follows:
for arbitrary elements a, b, c ∈ L. The residuation operation is a generalization of the classical implication.
Key Points
The residuated lattice is naturally ordered by the classical lattice ordering relation defined by
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Recommended Reading
Esteva F, Godo L. Monoidal t-norm based logic: towards a logic for left-continuous t-norms. Fuzzy Set Syst. 2001;124(3):271–88.
Hájek P. Metamathematics of fuzzy logic. Dordrecht: Kluwer; 1998.
Klement EP, Mesiar R, Pap E. Triangular norms. Dordrecht: Kluwer; 2000.
Novák V, Perfilieva I, Močkoř J. Mathematical principles of fuzzy logic. Boston/Dordrecht: Kluwer; 1999.
Gottwald S. A treatise on many-valued logics. Baldock, Herfordshire: Research Studies; 2001.
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Novák, V. (2018). Residuated Lattice. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_5009
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