Abstract
Given a pre-determined subset \(S\) of \((0,1]\) and a solidly nested family \({\mathcal {M}}\) of subsets of a universal set \(U\), in this paper, we propose a methodology to construct a fuzzy subset of \(U\) such that its range is \(S\) and the family consisting of all its \(\alpha \)-level sets is permutably identical to \({\mathcal {M}}\).
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References
Alvarez, D. A. (2006). On the calculation of the bounds of probability of events using infinite random sets. International Journal of Approximate Reasoning, 43, 241–267.
Baudrit, C., Couso, I., & Dubois, D. (2007). Joint propagation of probability and possibility in risk analysis: Towards a formal framework. International Journal of Approximate Reasoning, 45, 82–105.
Dubois, D., Prade, H., & Smets, P. (2008). A definition of subjective possibility. International Journal of Approximate Reasoning, 48, 352–364.
Herencia, J. A. (1996). Graded sets and points: A stratified approach to fuzzy sets and points. Fuzzy Sets and Systems, 77, 191–202.
Jaballah, A., & Saidi, F. B. (2006). Uniqueness results in the representation of families of sets by fuzzy sets. Fuzzy Sets and Systems, 157, 964–975.
Negoita, C. V., & Ralescu, D. A. (1975). Applications of fuzzy sets to systems analysis. New York: Wiley.
Ralescu, D. A. (1992). A generalization of the representation theorem. Fuzzy Sets and Systems, 51, 309–311.
Saidi, F. B., & Jabalah, A. (2005). Existence and uniqueness of fuzzy ideals. Fuzzy Sets and Systems, 149, 527–541.
Saidi, F. B., & Jabalah, A. (2007). From fuzzy sets to the decompositions of non-rigid sets. Fuzzy Sets and Systems, 158, 1751–1766.
Saidi, F. B., & Jabalah, A. (2008a). Uniqueness in the generalized representation by fuzzy sets. Fuzzy Sets and Systems, 159, 2176–2184.
Saidi, F. B., & Jabalah, A. (2008b). Alternative characterization for the representation of families of sets by fuzzy sets. Information Sciences, 178, 2639–2647.
Šešelja, B. (1996). Lattice of partially ordered fuzzy subalgebras. Fuzzy Sets and Systems, 81, 265–269.
Šešelja, B. (2001). Homomorphism of poset-valued algebras. Fuzzy Sets and Systems, 121, 333–340.
Šešelja, B., Stojić, D., & Tepavčević, A. (2010). On existence of \(P\)-valued fuzzy sets with a given collection of cuts. Fuzzy Sets and Systems, 161, 763–768.
Šešelja, B., & Tepavčević, A. (1998). On a representation of posets by fuzzy sets. Fuzzy Sets and Systems, 98, 127–132.
Šešelja, B., & Tepavčević, A. (2003a). Completion of ordered structures by cuts of fuzzy sets: An overview. Fuzzy Sets and Systems, 136, 1–19.
Šešelja, B., & Tepavčević, A. (2003b). Representing ordered structures by fuzzy sets: An overview. Fuzzy Sets and Systems, 136, 21–39.
Šešelja, B., & Tepavčević, A. (2004). A note on a natural equivalence relation on fuzzy power set. Fuzzy Sets and Systems, 148, 201–210.
Wu, H.-C. (2010a). Generalized extension principle. Fuzzy Optimization and Decision Making, 9, 31–68.
Wu, H.-C. (2010b). Hahn–Banach extension theorem over the space of fuzzy elements. Fuzzy Optimization and Decision Making, 9, 143–168.
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Appendix
Appendix
The membership functions in Examples 4.1 and 4.2 are shown in Fig. 1 in which \(\kappa ^{\circ }\) is taken as the identity function.
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Wu, HC. Existence and uniqueness for the construction of fuzzy sets from a solidly nested family. Fuzzy Optim Decis Making 14, 1–41 (2015). https://doi.org/10.1007/s10700-014-9190-4
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DOI: https://doi.org/10.1007/s10700-014-9190-4