Abstract
This contribution provides a comprehensive overview on the theoretical framework of aggregating fuzzy relations under the premise of preserving underlying transitivity conditions. As such it discusses the related property of dominance of aggregation operators. After a thorough introduction of all necessary and basic properties of aggregation operators, in particular dominance, the close relationship between aggregating fuzzy relations and dominance is shown. Further, principles of building dominating aggregation operators as well as classes of aggregation operators dominating one of the basic t-norms are addressed. In the paper by Bodenhofer, Küng and Saminger, also in this volume, the interested reader finds an elaborated (real world) example, i.e., an application of the herein contained theoretical framework.
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References
Aczél, J.: Lectures on Functional Equations and their Applications. Academic Press, New York (1966)
Alsina, C., Frank, M., Schweizer, B.: Associative Functions: Triangular Norms and Copulas. World Scientific Publishing Company, Singapore (2006)
Bezdek, J.C., Harris, J.D.: Fuzzy partitions and relations: An axiomatic basis for clustering. Fuzzy Sets and Systems 1, 111–127 (1978)
Bodenhofer, U.: A Similarity-Based Generalization of Fuzzy Orderings. Schriftenreihe der Johannes-Kepler-Universität Linz, vol. C 26, Universitätsverlag Rudolf Trauner (1999)
Bodenhofer, U.: A similarity-based generalization of fuzzy orderings preserving the classical axioms. Internat. J. Uncertain. Fuzziness Knowledge-Based Systems 8(5), 593–610 (2000)
Bodenhofer, U.: Representations and constructions of similarity-based fuzzy orderings. Fuzzy Sets and Systems 137(1), 113–136 (2003)
Bodenhofer, U., Bogdanowicz, P., Lanzerstorfer, G., Küng, J.: Distance-based fuzzy relations in flexible query answering systems: Overview and experiences. In: Düntsch, I., Winter, M. (eds.) Proc. 8th Int. Conf. on Relational Methods in Computer Science, St. Catharines, ON, Brock University, pp. 15–22 (February 2005)
Bodenhofer, U., Küng, J.: Enriching vague queries by fuzzy orderings. In: Proc. 2nd Int. Conf. in Fuzzy Logic and Technology (EUSFLAT 2001), Leicester, UK, pp. 360–364 (September 2001)
Bodenhofer, U., Küng, J.: Fuzzy orderings in flexible query answering systems. Soft Computing 8(7), 512–522 (2004)
Bodenhofer, U., Küng, J., Saminger, S.: Flexible query answering using distance-based fuzzy relations. In: de Swart, H., Orlowska, E., Roubens, M., Schmidt, G. (eds.) Theory and Applications of Relations Structures as Knowledge Instruments II. LNCS (LNAI). Springer, Heidelberg (2006)
Bosc, P., Buckles, B., Petry, F., Pivert, O.: Fuzzy databases: Theory and models. In: Bezdek, J., Dubois, D., Prade, H. (eds.) Fuzzy Sets in Approximate Reasoning and Information Systems, pp. 403–468. Kluwer Academic Publishers, Boston (1999)
P. Bosc, L. Duval, and O. Pivert. Value-based and representation-based querying of possibilistic databases. In G. Bordogna and G. Pasi, editors, Recent Issues on Fuzzy Databases, pages 3–27. Physica-Verlag, Heidelberg, 2000.
Bouchon-Meunier, B. (ed.): Aggregation and Fusion of Imperfect Information. Physica-Verlag, Heidelberg (1998)
Calvo, T., Kolesárová, A., Komorníková, M., Mesiar, R.: Aggregation operators: properties, classes and construction methods. In: Calvo, T., Mayor, G., Mesiar, R. (eds.) Aggregation Operators. New Trends and Applications, pp. 3–104. Physica-Verlag, Heidelberg (2002)
Calvo, T., Mesiar, R.: Weighted means based on triangular conorms. Internat. J. Uncertain. Fuzziness Knowledge-Based Systems 9(2), 183–196 (2001)
De Baets, B., Mesiar, R.: Pseudo-metrics and T-equivalences. J. Fuzzy Math. 5(2), 471–481 (1997)
De Baets, B., Mesiar, R.: T-partitions. Fuzzy Sets and Systems 97, 211–223 (1998)
Dujmovic, J.J.: Weighted conjunctive and disjunctive means and their application in system evaluation. Univ. Beograd Publ. Electrotech. Fak, 147–158 (1975)
Höhle, U.: Fuzzy equalities and indistinguishability. In: Proc. 1st European Congress on Fuzzy and Intelligent Technologies, Aachen, vol. 1, pp. 358–363 (1993)
Höhle, U., Blanchard, N.: Partial ordering in L-underdeterminate sets. Inform. Sci. 35, 133–144 (1985)
Klement, E.P., Mesiar, R., Pap, E.: Triangular Norms. Kluwer Academic Publishers, Dordrecht (2000)
Klement, E.P., Mesiar, R., Pap, E.: Triangular norms. Position paper I: Basic analytical and algebraic properties. Fuzzy Sets and Systems 143, 5–26 (2004)
Klement, E.P., Mesiar, R., Pap, E.: Triangular norms. Position paper II: general constructions and parameterized families. Fuzzy Sets and Systems 145, 411–438 (2004)
Klement, E.P., Mesiar, R., Pap, E.: Triangular norms. Position paper III: continuous t-norms. Fuzzy Sets and Systems 145, 439–454 (2004)
Menger, K.: Statistical metrics. Proc. Nat. Acad. Sci. U.S.A. 8, 535–537 (1942)
Mesiar, R., De Baets, B.: New construction methods for aggregation operators. In: Proc. 8th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, vol. 2, pp. 701–706 (2000)
Mesiar, R., Saminger, S.: Domination of ordered weighted averaging operators over t-norms. Soft Computing 8, 562–570 (2004)
Petry, F.E., Bosc, P.: Fuzzy Databases: Principles and Applications. International Series in Intelligent Technologies. Kluwer Academic Publishers, Boston (1996)
Rosado, A., Kacprzyk, J., Ribeiro, R.A., Zadrozny, S.: Fuzzy querying in crisp and fuzzy relational databases: An overview. In: Proc. 9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, vol. 3, pp. 1705–1712 (July 2002)
Saminger, S.: Aggregation in Evaluation of Computer-Assisted Assessmen. In: Schriftenreihe der Johannes-Kepler-Universität Linz, vol. C 44. Universitätsverlag Rudolf Trauner (2005)
Saminger, S., De Baets, B., De Meyer, H.: On the dominance relation between ordinal sums of conjunctors. Kybernetika 42(3), 337–350 (2006)
Saminger, S., Mesiar, R., Bodenhofer, U.: Domination of aggregation operators and preservation of transitivity. Internat. J. Uncertain. Fuzziness Knowledge-Based Systems 10(suppl.), 11–35 (2002)
Saminger, S., Sarkoci, P., De Baets, B.: The dominance relation on the class of continuous t-norms from an ordinal sum point of view. In: de Swart, H., Orlowska, E., Roubens, M., Schmidt, G. (eds.) Theory and Applications of Relations Structures as Knowledge Instruments II. LNCS (LNAI). Springer, Heidelberg (2006)
Sarkoci, P.: Dominance is not transitive on continuous triangular norms. Aequationes Mathematicae (submitted, 2006)
Schweizer, B., Sklar, A.: Statistical metric spaces. Pacific J. Math. 10, 313–334 (1960)
Schweizer, B., Sklar, A.: Associative functions and statistical triangle inequalities. Publ. Math. Debrecen 8, 169–186 (1961)
Schweizer, B., Sklar, A.: Probabilistic Metric Spaces. North-Holland, New York (1983)
Silvert, W.: Symmetric summation: A class of operations on fuzzy sets. IEEE Trans. Systems Man Cybernet. 9, 657–659 (1979)
Tardiff, R.M.: Topologies for probabilistic metric spaces. Pacific J. Math. 65, 233–251 (1976)
Yager, R.R.: On ordered weighted averaging aggregation operators in multicriteria decisionmaking. IEEE Trans. Systems Man Cybernet 18, 183–190 (1988)
Yager, R.R., Filev, D.P.: Essentials of Fuzzy Modelling and Control. J. Wiley & Sons, New York (1994)
Zadeh, L.A.: Similarity relations and fuzzy orderings. Inform. Sci. 3, 177–200 (1971)
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Saminger, S., Bodenhofer, U., Klement, E.P., Mesiar, R. (2006). Aggregation of Fuzzy Relations and Preservation of Transitivity. In: de Swart, H., Orłowska, E., Schmidt, G., Roubens, M. (eds) Theory and Applications of Relational Structures as Knowledge Instruments II. Lecture Notes in Computer Science(), vol 4342. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11964810_9
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