$p$-symmetric bi-capacities
Kybernetika, Tome 40 (2004) no. 4, pp. 421-440 Cet article a éte moissonné depuis la source Czech Digital Mathematics Library

Voir la notice de l'article

Bi-capacities have been recently introduced as a natural generalization of capacities (or fuzzy measures) when the underlying scale is bipolar. They allow to build more flexible models in decision making, although their complexity is of order $3^n$, instead of $2^n$ for fuzzy measures. In order to reduce the complexity, the paper proposes the notion of $p$-symmetric bi- capacities, in the same spirit as for $p$-symmetric fuzzy measures. The main idea is to partition the set of criteria (or states of nature, individuals,...) into subsets whose elements are all indifferent for the decision maker.
Bi-capacities have been recently introduced as a natural generalization of capacities (or fuzzy measures) when the underlying scale is bipolar. They allow to build more flexible models in decision making, although their complexity is of order $3^n$, instead of $2^n$ for fuzzy measures. In order to reduce the complexity, the paper proposes the notion of $p$-symmetric bi- capacities, in the same spirit as for $p$-symmetric fuzzy measures. The main idea is to partition the set of criteria (or states of nature, individuals,...) into subsets whose elements are all indifferent for the decision maker.
Classification : 03E72, 03H05, 28A12, 28C05, 28E05, 28E10
Keywords: bi-capacity; bipolar scales; $p$-symmetry
@article{KYB_2004_40_4_a1,
     author = {Miranda, Pedro and Grabisch, Michel},
     title = {$p$-symmetric bi-capacities},
     journal = {Kybernetika},
     pages = {421--440},
     year = {2004},
     volume = {40},
     number = {4},
     mrnumber = {2102362},
     zbl = {1249.28021},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/KYB_2004_40_4_a1/}
}
TY  - JOUR
AU  - Miranda, Pedro
AU  - Grabisch, Michel
TI  - $p$-symmetric bi-capacities
JO  - Kybernetika
PY  - 2004
SP  - 421
EP  - 440
VL  - 40
IS  - 4
UR  - http://geodesic.mathdoc.fr/item/KYB_2004_40_4_a1/
LA  - en
ID  - KYB_2004_40_4_a1
ER  - 
%0 Journal Article
%A Miranda, Pedro
%A Grabisch, Michel
%T $p$-symmetric bi-capacities
%J Kybernetika
%D 2004
%P 421-440
%V 40
%N 4
%U http://geodesic.mathdoc.fr/item/KYB_2004_40_4_a1/
%G en
%F KYB_2004_40_4_a1
Miranda, Pedro; Grabisch, Michel. $p$-symmetric bi-capacities. Kybernetika, Tome 40 (2004) no. 4, pp. 421-440. http://geodesic.mathdoc.fr/item/KYB_2004_40_4_a1/

[1] Chateauneuf A., Jaffray J.-Y.: Some characterizations of lower probabilities and other monotone capacities through the use of Möbius inversion. Mathematical Social Sciences 17(1989), 263–283 | DOI | MR | Zbl

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

[3] Denneberg D.: Non-additive Measures and Integral. Kluwer, Dordrecht 1994 | MR

[4] Dubois D., Prade H.: A class of fuzzy measures based on triangular norms. Internat. J. General Systems 8 (1982), 43–61 | DOI | MR | Zbl

[5] Grabisch M.: Pattern classification and feature extraction by fuzzy integral. In: 3d European Congress on Intelligent Techniques and Soft Computing (EUFIT, Aachen, Germany, August 1995), pp. 1465–1469

[6] Grabisch M.: Fuzzy measures and integrals: A survey of applications and recent issues. In: Fuzzy Sets Methods in Information Engineering: A Guide Tour of Applications (D. Dubois, H. Prade, and R. Yager, eds.), 1996

[8] Grabisch M.: $k$-order additive discrete fuzzy measures and their representation. Fuzzy Sets and Systems 92 (1997), 167–189 | DOI | MR | Zbl

[9] Grabisch M., Labreuche C.: Bi-capacities. In: Proceedings of First int. Conf. on Soft Computing and Intelligent Systems (SCIC), Tsukuba (Japan), 2002 | Zbl

[10] Grabisch M., Labreuche C.: Bi-capacities for decision making on bipolar scales. In Proceedings of the Seventh Meeting of the EURO Working Group on Fuzzy Sets (EUROFUSE) Varenna (Italy), September 2002, pp. 185–190

[11] Grabisch M., Labreuche, Ch.: Capacities on lattices and $k$-ary capacities. In: 3rd Int. Conf. of the European Soc. for Fuzzy Logic and Technology (EUSFLAT 2003), Zittau, Germany, September 2003, pp. 304–307 | MR

[12] Hammer P. L., Holzman R.: On approximations of pseudo-boolean functions. Zeitschrift für Operations Research. Mathematical Methods of Operations Research 36 (1992), 3–21 | DOI | MR

[13] Hungerford T. W.: Algebra. Springer-Verlag, Berlin 1980 | MR | Zbl

[14] Mesiar R.: $k$-order additive measures. Internat. J. Uncertainty, Fuzziness and Knowledge-Based Systems 7 (1999), 423–428 | DOI

[15] Miranda P., Grabisch M.: $p$-symmetric fuzzy measures. In: Proceedings of Ninth International Conference of Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU), Annecy (France), July 2002, pp. 545–552 | Zbl

[16] Miranda P., Grabisch, M., Gil P.: $p$-symmetric fuzzy measures. Internat. J. Uncertainty, Fuzziness and Knowledge-Based Systems 10 (2002), 105–123. Supplement | DOI | MR | Zbl

[17] Rota G. C.: On the foundations of combinatorial theory I. Theory of Möbius functions. Z.r Wahrschein.und Verwandte Gebiete 2 (1964), 340–368 | DOI | MR | Zbl

[18] Sugeno M.: Theory of Fuzzy Integrals and Iits Applications. PhD Thesis, Tokyo Institute of Technology, 1974

[19] Sugeno M., Fujimoto, K., Murofushi T.: A hierarchical decomposition of Choquet integral model. Internat. J. Uncertainty, Fuzziness and Knowledge-Based Systems 1 (1995), 1–15 | DOI | MR | Zbl

[20] Sugeno M., Terano T.: A model of learning based on fuzzy information. Kybernetes 6 (1977), 157–166 | DOI

[21] Tversky A., Kahneman D.: Advances in prospect theory: cumulative representation of uncertainty. J. Risk and Uncertainty 5 (1992), 297–323 | DOI | Zbl

[22] Šipoš J.: Integral with respect to a pre-measure. Math. Slovaca 29 (1979), 141–155 | MR

[23] Weber S.: $\perp $-decomposable measures and integrals for archimedean t-conorms $\perp $. J. Math. Anal. Appl. 101 (1984), 114–138 | DOI | MR | Zbl

[24] Yager R. R.: On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans. Systems, Man and Cybernetics 18 (1988), 183–190 | DOI | MR