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Information Aggregation: Ethical and Computational Issues

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Fuzzy Set Theory and Advanced Mathematical Applications

Part of the book series: International Series in Intelligent Technologies ((ISIT,volume 4))

Abstract

In this paper we survey on aggregation operators and in particular hierarchies of them. As a case study, we will analyze the problems of the aggregation of truth values of fuzzy predicates and the aggregation of individual opinions into a single group opinion, based upon hierarchical intensity aggregation rules. We will see that hierarchical amalgamations are supported from an ethical and rational point of view. Two different hierarchical procedures will be recalled: cover-based hierarchical aggregations and ordered hierarchical aggregations.

Finally we will see that when we deal with ordered hierarchical aggregations of OWA operators, some interesting computational problems appear quite naturally. Such problem admit polynomial time solutions.

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References

  1. K.J. Arrow. Social Choice and Individual Values. John Wiley & Sons, Inc., New York, 1964.

    Google Scholar 

  2. W. Cholewa. Aggregation of fuzzy opinions: an axiomatic approach. Fuzzy sets and systems, 17:249–258, 1985.

    Article  MathSciNet  MATH  Google Scholar 

  3. T.H. Cormen, C.E. Leiserson and R.R. Rivest. Introduction to Algorithms. MIT Press, Cambridge, MA, 1990.

    MATH  Google Scholar 

  4. V. Cutello and J. Montero. A model for amalgamation in group decision making. In NAFIPS 1992, Puerto Vallarta, Mexico, 1992. Proceedings of the North American Fuzzy Information Processing Society International Conference on Fuzzy set theory and applications. NASA conference publications 10112, Vol. 1, 215–223.

    Google Scholar 

  5. V. Cutello and J. Montero. A characterization of rational amalgamation operations. International Journal of Approximate Reasoning, vol. 8(4), 325–344, June 1993.

    Article  MathSciNet  MATH  Google Scholar 

  6. V. Cutello and J. Montero. An axiomatic approach to fuzzy rationality Proceedings of IFSA’93, Seoul, Korea, 634–636,1993.

    Google Scholar 

  7. V. Cutello and J. Montero. Hierarchies of intensity preference aggregations. International Journal of Approximate Reasoning, 10:123–133, 1994.

    Google Scholar 

  8. V. Cutello and J. Montero. Fuzzy Rationality Measures Fuzzy Sets and Systems, 62:39–54, 1994.

    Article  MathSciNet  MATH  Google Scholar 

  9. V. Cutello and J. Montero. Computational problems of the hierarchical aggregation of OWA operators In Proceedings of IPMU’94, Paris, July 1994. B. Bouchon-Meunier and R.R. Yager Eds, 407–411.

    Google Scholar 

  10. V. Cutello and J. Montero. Recursive Families of OWA operators In Proceedings of IEEE World Congress on Computational Intelligence, FUZZ-IEEE 94, Orlando, Florida, June 1994. P. Bonissone Ed, IEEE Press, 2046–2049.

    Google Scholar 

  11. V. Cutello and J. Montero. Hierarchies of aggregation operators. International Journal of Intelligent Systems, 9:1025–1045, 1994.

    Article  Google Scholar 

  12. V. Cutello and J. Montero. Hierarchical aggregation of OWA operators: basic measures and related computational problems. Submitted

    Google Scholar 

  13. D. Dubois and J.L. Koning. Social choice axioms for fuzzy set aggregation. Fuzzy sets and systems, 43:257–274,1991.

    Article  MathSciNet  MATH  Google Scholar 

  14. L.W. Fung and K.S. Fu. An axiomatic approach to rational decision making in a fuzzy environment. In L.A. Zadeh, K.S. Fu, K. Tanaka, and M. Shimura, editors, Fuzzy sets and their applications to Cognitive and decision processes, 227–256. Academic Press, 1975.

    Google Scholar 

  15. G.J. Klir and T.A. Folger. Fuzzy sets, uncertainty and information. Prentice Hall, Englewood Cliffs, NJ, 1988.

    MATH  Google Scholar 

  16. H.W Kuhn. The Hungarian Method for the assignment Problem. Naval Research Logistics Quarterly, 2:83–97, 1955.

    Article  MathSciNet  Google Scholar 

  17. J. Montero. A note on Fung-Fu’s theorem. Fuzzy sets and systems, 17:259–269, 1985.

    Article  MathSciNet  MATH  Google Scholar 

  18. J. Montero. Arrow’s theorem under fuzzy rationality. Behavioral Science, pages 267–273, 1987.

    Google Scholar 

  19. J. Montero. Social welfare functions in a fuzzy environment. Kyber-netes, 16:241–245,1987.

    Article  MathSciNet  MATH  Google Scholar 

  20. S. Ovchinnikov. Means and social welfare function in fuzzy binary relation spaces. In J. Kacprzyk and M. Fedrizzi, editors, Multiperson decision making using fuzzy sets and possibility theory, 143–154. Kluwer, 1990.

    Google Scholar 

  21. C.H. Papadimitriou and K. Steiglitz. Combinatorial Optimization. Algorithms and Complexity. Prentice Hall, Englewood Cliffs, NJ, 1982.

    MATH  Google Scholar 

  22. M.L. Fredman and R.E. Tarjan. Fibonacci heaps and their uses in improved network optimization algorithms. Journal ofA.C.M., 34(3):596–615, 1987.

    MathSciNet  Google Scholar 

  23. R.R. Yager. Connectives and quantifiers in fuzzy sets. Fuzzy sets and Systems, 40:39–75,1991.

    Article  MathSciNet  MATH  Google Scholar 

  24. R.R. Yager. On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE transactions on systems, man and cybernetics, 18:183–190,1988.

    Article  MathSciNet  MATH  Google Scholar 

  25. R.R. Yager. Families of OWA operators. Fuzzy sets and systems, 59:125–148, 1993.

    Article  MathSciNet  MATH  Google Scholar 

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© 1995 Springer Science+Business Media New York

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Cutello, V., Montero, J. (1995). Information Aggregation: Ethical and Computational Issues. In: Ruan, D. (eds) Fuzzy Set Theory and Advanced Mathematical Applications. International Series in Intelligent Technologies, vol 4. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-2357-4_7

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  • DOI: https://doi.org/10.1007/978-1-4615-2357-4_7

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-6000-1

  • Online ISBN: 978-1-4615-2357-4

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