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Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 265))

Abstract

We give a survey on the relations between nonadditive integrals (Choquet integral, Sugeno integral) and the OWA operator and its variants. We give also some behavioral indices for the OWA operator, as orness, veto and favor indices, etc. Finally, we propose the use of p-symmetric capacities for a natural generalization of the OWA operator.

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References

  1. Beliakov, G., Pradera, A., Calvo, T.: Aggregation Functions: a Guide for Practitioners. Springer, Heidelberg (2007)

    Google Scholar 

  2. Choquet, G.: Theory of capacities. Annales de l’Institut Fourier 5, 131–295 (1953)

    MathSciNet  Google Scholar 

  3. Dubois, D., Prade, H., Testemale, C.: Weighted fuzzy pattern matching. Fuzzy Sets & Systems 28, 313–331 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  4. Dujmović, J.J.: Weighted conjunctive and disjunctive means and their application in system evaluation, pp. 147–158. Univ. Beograd. Publ, Elektrotechn. Fak (1974)

    Google Scholar 

  5. Grabisch, M.: The application of fuzzy integrals in multicriteria decision making. European J. of Operational Research 89, 445–456 (1996)

    Article  MATH  Google Scholar 

  6. Grabisch, M.: Alternative representations of discrete fuzzy measures for decision making. Int. J. of Uncertainty, Fuzziness, and Knowledge Based Systems 5, 587–607 (1997)

    Article  MathSciNet  Google Scholar 

  7. Grabisch, M.: Alternative representations of OWA operators. In: Yager, R., Kacprzyk, J. (eds.) The Ordered Weighted Averaging Operators: Theory, Methodology, and Practice, pp. 73–85. Kluwer Academic, Dordrecht (1997)

    Google Scholar 

  8. Grabisch, M.: k-order additive discrete fuzzy measures and their representation. Fuzzy Sets and Systems 92, 167–189 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  9. Grabisch, M.: The interaction and Möbius representations of fuzzy measures on finite spaces, k-additive measures: a survey. In: Grabisch, M., Murofushi, T., Sugeno, M. (eds.) Fuzzy Measures and Integrals — Theory and Applications, pp. 70–93. Physica Verlag, Heidelberg (2000)

    Google Scholar 

  10. Grabisch, M., Marichal, J.-L., Mesiar, R., Pap, E.: Aggregation functions. Encyclopedia of Mathematics and its Applications, vol. 127. Cambridge University Press, Cambridge (2009)

    MATH  Google Scholar 

  11. Marichal, J.-L.: Tolerant or intolerant character of interacting criteria in aggregation by the Choquet integral. Eur. J. of Operational Research 155(3), 771–791 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  12. Marichal, J.-L.: k-intolerant capacities and Choquet integrals. Eur. J. of Operational Research 177(3), 1453–1468 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  13. Miranda, P., Grabisch, M.: p-symmetric bi-capacities. Kybernetika 40(4), 421–440 (2004)

    MathSciNet  Google Scholar 

  14. Miranda, P., Grabisch, M., Gil, P.: p-symmetric fuzzy measures. Int. J. of Uncertainty, Fuzziness, and Knowledge-Based Systems 10(suppl.), 105–123 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  15. Murofushi, T., Soneda, S.: Techniques for reading fuzzy measures (III): interaction index. In: 9th Fuzzy System Symposium, Sapporo, Japan, pp. 693–696 (1993) (in Japanese)

    Google Scholar 

  16. Murofushi, T., Sugeno, M.: Some quantities represented by the Choquet integral. Fuzzy Sets & Systems 56, 229–235 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  17. Owen, G.: Multilinear extensions of games. Management Sci. 18, 64–79 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  18. Rota, G.C.: On the foundations of combinatorial theory I. Theory of Möbius functions. Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 2, 340–368 (1964)

    Article  MathSciNet  MATH  Google Scholar 

  19. Shapley, L.S.: A value for n-person games. In: Kuhn, H.W., Tucker, A.W. (eds.) Contributions to the Theory of Games, Vol. II. Annals of Mathematics Studies, vol. 28, pp. 307–317. Princeton University Press, Princeton (1953)

    Google Scholar 

  20. Sugeno, M.: Theory of fuzzy integrals and its applications. PhD thesis, Tokyo Institute of Technology (1974)

    Google Scholar 

  21. Torra, V.: The weighted OWA operator. Int. J. of Intelligent Systems 12, 153–166 (1997)

    Article  MATH  Google Scholar 

  22. Yager, R.R.: On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans. Systems, Man & Cybern. 18, 183–190 (1988)

    Article  MathSciNet  MATH  Google Scholar 

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Grabisch, M. (2011). OWA Operators and Nonadditive Integrals. In: Yager, R.R., Kacprzyk, J., Beliakov, G. (eds) Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice. Studies in Fuzziness and Soft Computing, vol 265. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17910-5_1

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  • DOI: https://doi.org/10.1007/978-3-642-17910-5_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-17909-9

  • Online ISBN: 978-3-642-17910-5

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