Abstract
The main aim of this paper is to summarize recent advances on operations on fuzzy sets. First a detailed description of our present knowledge on left-continuous t-norms is presented. Then some new classes of associative operations (uninorms, nullnorms, t-operators) are reviewed. Finally we demonstrate the role of the evaluation scales (especially the case of totally ordered finite sets) in the choice of operations.
Supported in part by FKFP 0051/2000 and by the Bilateral Scientific and Technological Cooperation Flanders-Hungary BIL00/51 (B-08/2000).
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References
J. Aczél, Lectures on Functional Equations and their Applications, (Academic Press, New York, 1966).
T. Calvo, B. De Baets, J. Fodor, The functional equations of Frank and Alsina for uninorms and nullnorms, Fuzzy Sets and Systems 120 (2001) 385–394.
T. Calvo, G. Mayor, R. Mesiar, Eds. Aggregation Operators: New Trends and Applications, (Studies in Fuzziness and Soft Computing. Vol. 97, Physica-Verlag, Heidelberg, 2002).
T. Calvo, A. Fraile and G. Mayor, Algunes consideracions sobre connectius generalitzats, Actes del VI Congrés Català de Lògica (Barcelona, 1986), 45–46.
B. De Baets and J. Fodor, Van Melle’s combining function in MYCIN is a representable uninorm: An alternative proof. Fuzzy Sets and Systems 104 (1999) 133–136.
B. De Baets, F. Esteva, J. Fodor and L. Godo, Systems of ordinal fuzzy logic with application to preference modelling, Fuzzy Sets and Systems 124 (2001) 353–359.
J. Dombi, Basic concepts for the theory of evaluation: the aggregative operator, European J. Oper. Res. 10 (1982), 282–293.
D. Dubois and H. Prade, On the use of aggregation operations in information fusion processes, Fuzzy Sets and Systems (to appear, 2003).
F. Esteva and L. Godo, Monoidal t-norm based logic: towards a logic for left-continuous t-norms, Fuzzy Sets and Systems 124 (2001) 271–288.
J.C. Fodor, A new look at fuzzy connectives, Fuzzy Sets and Systems 57 (1993) 141–148.
J.C. Fodor, Contrapositive symmetry of fuzzy implications, Fuzzy Sets and Systems 69 (1995) 141–156.
J.C. Fodor, An extension of Fung-Fu’s theorem, Int. J. Uncertainty, Fuzziness and Knowledge-Based Systems 4 (1996) 235–243.
J. Fodor, Smooth associative operations on finite ordinal scales, IEEE Transactions on Fuzzy Systems 8 (2000) 791–795.
J.C. Fodor and M. Roubens, Fuzzy Preference Modelling and Multicriteria Decision Support, (Kluwer Academic Publishers, Dordrecht, 1994).
J.C. Fodor, R.R. Yager, A. Rybalov, Structure of uninorms, Int. J. Uncertainty Fuzziness Knowledge-based Systems 5 (1997) 411–427.
L.W. Fung and K.S. Fu, An axiomatic approach to rational decision making in a fuzzy environment, in: L.A. Zadeh et al., Eds., Fuzzy Sets and Their Applications to Cognitive and Decision Processes (Academic Press, New York, 1975) pp. 227–256.
L. Godó and C. Sierra, A new approach to connective generation in the framework of expert systems using fuzzy logic, in: Proc. of XVIIIth International Symposium on Multiple-Valued Logic, Palma de Mallorca, Computer Society Press, Washington D.C. (1988), 157–162.
J. Golan, The Theory of Semirings with Applications in Mathematics and Theoretical Computer Science (Pitman Monographs and Surveys in Pure and Applied Mathematics, Vol. 54), (Longman Scientific and Technical, 1992).
M. Grabisch, Symmetric and asymmetric fuzzy integrals: the ordinal case, In: Proc. 6th International Conference on Soft Computing (Iizuka, Japan, October 2000).
M. Grabisch, B. De Baets and J. Fodor, The quest for rings on bipolar scales (submitted, 2003).
P. Hájek, T. Havránek and R. Jiroušek, Uncertain Information Processing in Expert Systems (CRC Press, 1992).
P. Hájek, Metamathematics of Fuzzy Logic, (Kluwer Academic Publishers, Dordrecht, 1998).
U. Höhle, Commutative, residuated l-monoids, in: U. Höhle and E.P. Klement, Eds., Non-Classical Logics and their Applications to Fuzzy Subsets. A Handbook of the Mathematical Foundations of Fuzzy Set Theory. (Kluwer Academic Publishers, Boston, 1995).
S.-k. Hu and Z.-f. Li, The structure of continuous uni-norms, Fuzzy Sets and Systems 124 (2001) 43–52.
S. Jenei, Geometry of left-continuous t-norms with strong induced negations, Belg. J. Oper. Res. Statist. Comput. Sci. 38 (1998) 5–16.
S. Jenei, New family of triangular norms via contrapositive symmetrization of residuated implications, Fuzzy Sets and Systems 110 (2000) 157–174.
S. Jenei, Structure of left-continuous t-norms with strong induced negations. (I) Rotation construction, J. Appl. Non-Classical Logics 10 (2000) 83–92.
S. Jenei, Structure of left-continuous triangular norms with strong induced negations. (II) Rotation-annihilation construction, J. Appl. Non-Classical Logics, 11 (2001) 351–366.
E.-P. Klement, R. Mesiar and E. Pap, On the relationship of associative compensatory operators to triangular norms and conorms, Internat. J. Uncertain. Fuzziness Knowledge-Based Systems 4 (1996), 129–144.
E.P. Klement, R. Mesiar, and E. Pap, Triangular Norms, (Kluwer Academic Publishers, Dordrecht, 2000).
M. Mas, G. Mayor, J. Torrens, t-operators, Internat. J. Uncertainty Fuzziness Knowledge-Based Systems 7 (1999) 31–50.
M. Mas, G. Mayor, J. Torrens, t-operators and uninorms in a finite totally ordered set, Internat. J. Intell. Systems 14 (1999) 909–922.
M. Mas, G. Mayor, J. Torrens, The modularity condition for uninorms and t-operators, Fuzzy Sets and Systems 126 (2002) 207–218.
M. Mas, G. Mayor, J. Torrens, The distributivity condition for uninorms and t-operators, Fuzzy Sets and Systems 128 (2002) 209–225.
G. Mayor and J. Torrens, On a class of operators for expert systems, Int. J. of Intelligent Systems 8 (1993) 771–778.
R. Mesiar, Choquet-like integrals, J. Math. Anal. Appl. 194 (1995) 477–488.
M. Monserrat and J. Torrens, On the reversibility of uninorms and t-operators, Fuzzy Sets and Systems 131 (2002) 303–314.
S. Ovchinnikov, On some bisymmetric functions on closed intervals, in: A. Sobrino and S. Barro (Eds.), Estudios de lógica borrosa y sus aplicaciones (Universidade de Santiago de Compostella, 1993), p. 353–364.
D. Pei, R 0 implication: characteristics and applications, Fuzzy Sets and Sysytems 131 (2002) 297–302.
D. Pei, On equivalent forms of fuzzy logic systems NM and IMTL, Fuzzy Sets and Systems (to appear, 2003).
P. Perny, Modélisation, agrégation et exploitation des préférences floues dans une problématique de rangement, (PhD thesis, Université Paris-Dauphine, Paris, 1992).
B. Schweizer and A. Sklar, Probabilistic Metric Spaces, (North-Holland, New York, 1983).
R.R. Yager, A. Rybalov, Uninorm aggregation operators, Fuzzy Sets and Systems 80 (1996) 111–120.
L.A. Zadeh, Fuzzy sets, Inform. Control 8 (1965) 338–353.
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Fodor, J. (2003). Binary Operations on Fuzzy Sets: Recent Advances. In: Bilgiç, T., De Baets, B., Kaynak, O. (eds) Fuzzy Sets and Systems — IFSA 2003. IFSA 2003. Lecture Notes in Computer Science, vol 2715. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44967-1_2
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DOI: https://doi.org/10.1007/3-540-44967-1_2
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