Kybernetika 57 no. 4, 647-670, 2021

Distributivity of ordinal sum implications over overlap and grouping functions

Deng Pan and Hongjun ZhouDOI: 10.14736/kyb-2021-4-0647

Abstract:

In 2015, a new class of fuzzy implications, called ordinal sum implications, was proposed by Su et al. They then discussed the distributivity of such ordinal sum implications with respect to t-norms and t-conorms. In this paper, we continue the study of distributivity of such ordinal sum implications over two newly-born classes of aggregation operators, namely overlap and grouping functions, respectively. The main results of this paper are characterizations of the overlap and/or grouping function solutions to the four usual distributive equations of ordinal sum fuzzy implications. And then sufficient and necessary conditions for ordinal sum implications distributing over overlap and grouping functions are given.

Keywords:

ordinal sum, distributivity, fuzzy implication functions, overlap functions, grouping functions

Classification:

03B52, 03E72

References:

  1. J. Aczél: Lectures on Functional Equations and Their Applications. Academic Press, New York 1966.   CrossRef
  2. M. Baczyński and B. Jayaram: Fuzzy Implications. Springer, Berlin 2008.   CrossRef
  3. M. Baczyński and B. Jayaram: On the distributivity of fuzzy implications over nilpotent or strict triangular conorms. IEEE Trans. Fuzzy Syst. 17 (2009), 590-603.   DOI:10.1109/TFUZZ.2008.924201
  4. B. Bedregal, G. P. Dimuro, H. Bustince and E. Barrenechea: New results on overlap and grouping functions. Inf. Sci. 249 (2013), 148-170.   DOI:10.1016/j.ins.2013.05.004
  5. B. Bedregal, H. Bustince, E. Palmeira, G. Dimuro and J. Fernandez: Generalized interval-valued OWA operators with interval weights derived from interval-valued overlap functions. Int. J. Approx. Reason. 90 (2017), 1-16.   DOI:10.1016/j.ijar.2017.07.001
  6. H. Bustince, E. Barrenechea and M. Pagola: Image thresholding using restricted e-quivalent functions and maximizing the measures of similarity. Fuzzy Sets Syst. 158 (2007), 496-516.   DOI:10.1016/j.fss.2006.09.012
  7. H. Bustince, J. Fernandez, R. Mesiar, J. Montero and R. Orduna: Overlap index, overlap functions and migrativity. In: Proc. IFSA/EUSFLAT Conference, 2009, pp. 300-305.   CrossRef
  8. H. Bustince, J. Fernandez, R. Mesiar, J. Montero and R. Orduna: Overlap functions. Nonlinear Anal. 72 (2010), 1488-1499.   DOI:10.1016/j.na.2009.08.033
  9. H. Bustince, M. Pagola, R. Mesiar, E. Hüllermeier and F. Herrera: Grouping, overlaps, and generalized bientropic functions for fuzzy modeling of pairwise comparisions. IEEE Trans. Fuzzy Syst. 20 (2012), 405-415.   DOI:0.1109/TFUZZ.2011.2173581
  10. M. Cao, B. Q. Hu and J. Qiao: On interval $(G,N)$-implications and $(O,G,N)$-implications derived from interval overlap and grouping functions. Int. J. Approx. Reason. 100 (2018), 135-160.   DOI:10.1016/j.ijar.2018.06.005
  11. W. E. Combs and J. E. Andrews: Combinatorial rule explosion eliminated by a fuzzy rule configuration. IEEE Trans. Fuzzy Syst. 6 (1998), 1-11.   DOI:10.1109/TFUZZ.1998.728461
  12. L. De Miguel et al.: General overlap functions. Fuzzy Sets Syst. 372 (2019), 81-96.   DOI:10.1016/j.fss.2018.08.003
  13. G. P. Dimuro and B. Bedregal: On residual implications derived from overlap functions. Inf. Sci. 312 (2015), 78-88.   DOI:10.1016/j.ins.2015.03.049
  14. G. P. Dimuro and B. Bedregal: Archimedean overlap functions: The ordinal sum and the cancellation, idempotency and limiting properties. Fuzzy Sets Syst. 252 (2014), 39-54.   DOI:10.1016/j.fss.2014.04.008
  15. G. P. Dimuro, B. Bedregal, H. Bustince, M. J. Asiáin and R. Mesiar: On additive generators of overlap functions. Fuzzy Sets Syst. 287 (2016), 76-96.   DOI:10.1016/j.fss.2015.02.008
  16. G. P. Dimuro, B. Bedregal, H. Bustince, A. Jurio, M. Baczyński and K. Miś: $QL$-operations and $QL$-implications constructed from tuples $(O,G,N)$ and the generation of fuzzy subsethood and entropy measures. Int. J. Approx. Reason. 82 (2017), 170-192.   DOI:10.1016/j.ijar.2016.12.013
  17. G. P. Dimuro, B. Bedregal and R. H. N. Santiago: On $(G,N)$-implications derived from grouping functions. Inf. Sci. 279 (2014), 1-17.   DOI:10.1016/j.ins.2014.04.021
  18. G. P. Dimuro, B. Bedregal, R. H. N. Santiago and R. H. S. Reiser: Interval additive generators of interval t-norms and interval t-conorms. Inf. Sci. 181 (2011), 3898-3916.   DOI:10.1016/j.ins.2011.05.003
  19. M. Elkano, M. Galar, J. Sanz and H. Bustince: Fuzzy rule based classification systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the fuzzy reasoning method. Inf. Sci. 332 (2016), 94-114.   DOI:10.1016/j.ins.2015.11.006
  20. M. Elkano, M. Galar, J. Sanz, A. Fernández, E. Barrenechea, F. Herrera and H. Bustince: Enhancing multi-class classification in FARC-HD fuzzy classifier: On the synergy between n-dimensional overlap functions and decomposition strategies. IEEE Trans. Fuzzy Syst. 23 (2015), 1562-1580.   DOI:10.1109/TFUZZ.2014.2370677
  21. M. Elkano, M. Galar, J. Sanz, P. F. Schiavo, S. Pereira, G. P. Dimuro, E. N. Borges and H. Bustince: Consensus via penalty functions for decision making in ensembles in fuzzy rulebased classification systems. Appl. Soft Comput. 67 (2018), 728-740.   DOI:10.1016/j.asoc.2017.05.050
  22. D. Gómez, J. T. Rodríguez, J. Montero, H. Bustince and E. Barrenechea: $n$-dimensional overlap functions. Fuzzy Sets Syst. 287 (2016), 57-75.   DOI:10.1016/j.fss.2014.11.023
  23. A. Jurio, H. Bustince, M. Pagola, A. Pradera and R. Yager: Some properties of overlap and grouping functions and their application to image thresholding. Fuzzy Sets Syst. 229 (2013), 69-90.   DOI:10.1016/j.fss.2012.12.009
  24. B. Jayaram: Yager's new class of implications $I_{f}$ and some classical tautologies. Inf. Sci. 177 (2007), 930-946.   DOI:10.1016/j.ins.2006.08.006
  25. E. P. Klement, R. Mesiar and E. Pap: Triangular Norms. Kluwer Acdemic Publisher, Dordrecht, 2000.   CrossRef
  26. M. Kuczma: An Introduction to the Theory of Functional Equations and Inequalities. Second edition. (A. Gilányi, ed.), Boston 2009.   CrossRef
  27. J. Lu and B. Zhao: Distributivity of a class of ordinal sum implications over t-norms and t-conorms. Fuzzy Sets Syst. 378 (2020), 103-124.   DOI:10.1016/j.fss.2019.01.002
  28. R. Mesiar and A. Mesiarová: Residual implications and left-continuous t-norms which are ordinal sums of semigroups. Fuzzy Sets Syst. 143 (2004), 47-57.   DOI:10.1016/j.fss.2003.06.008
  29. F. Qin: Distributivity between semi-uninorms and semi-t-operators. Fuzzy Sets Syst. 299 (2016), 66-88.   DOI:10.1016/j.fss.2015.10.012
  30. F. Qin, M. Baczyński and A. Xie: Distributive equations of implications based on continuous triangular norms (I). IEEE Trans. Fuzzy Syst. 21 (2012), 153-167.   DOI:10.1109/tfuzz.2011.2171188
  31. F. Qin and M. Baczyński: Distributive equations of implications based on continuous triangular conorms (II). Fuzzy Sets Syst. 240 (2014), 86-102.   DOI:10.1016/j.fss.2013.07.020
  32. J. Qiao and B. Q. Hu: On multiplicative generators of overlap and grouping functions. Fuzzy Sets Syst. 332 (2018), 1-24.   DOI:10.1016/j.fss.2016.11.010
  33. J. Qiao and B. Q. Hu: The distributive laws of fuzzy implications over overlap and grouping functions. Inf. Sci. 438 (2018), 107-126.   DOI:10.1016/j.ins.2018.01.047
  34. J. Qiao and B. Q. Hu: On generalized migrativity property for overlap functions. Fuzzy Sets Syst. 357 (2019), 91-116.   DOI:10.1016/j.fss.2018.01.007
  35. J. Qiao and B. Q. Hu: On the distributive laws of fuzzy implications over additively generated overlap and grouping functions. IEEE Trans. Fuzzy Syst. {\mi26} (2018), 2421-2433.   DOI:10.1109/TFUZZ.2017.2776861
  36. J. Qiao and B. Q. Hu: On interval additive generators of interval overlap functions and interval grouping functions. Fuzzy Sets Syst. 323 (2017), 19-55.   DOI:10.1016/j.fss.2017.03.007
  37. Y. Su, A. Xie and H. W. Liu: On ordinal sum implications. Inf. Sci. 293 (2015), 251-262.   DOI:10.1016/j.ins.2014.09.021
  38. Y. Su, W. W. Zong and H. W. Liu: On distributivity equations for uninorms over semi-t-operators. Fuzzy Sets Syst. 299 (2016), 41-65.   DOI:10.1016/j.fss.2015.08.001
  39. Y. Su, W. W. Zong and H. W. Liu: Distributivity of the ordinal sum implications over t-norms and t-conorms. IEEE Trans. Fuzzy Syst. 24 (2016), 827-840.   DOI:10.1109/TFUZZ.2015.2486810
  40. L. Ti and H. Zhou: On $(O,N)$-coimplications derived from overlap functions and fuzzy negations. J. Intell. Fuzzy Syst. 34 (2018), 3993-4007.   DOI:10.3233/JIFS-171077
  41. E. Trillas and C. Alsina: On the law $[(p\wedge q)\rightarrow r]\equiv [(p\rightarrow r)\vee (q\rightarrow r)]$ in fuzzy logic. IEEE Trans. Fuzzy Syst. 10 (2002), 84-88.   DOI:10.1109/91.983281
  42. Y. M. Wang and H. W. Liu: The modularity conditon for overlap and grouping functions. Fuzzy Sets Syst. 372 (2019), 97-110.   DOI:10.1016/j.fss.2018.09.015
  43. A. Xie, C. Li and H. Liu: Distributive equations of fuzzy implications based on continuous triangular conorms given as ordinal sums. IEEE Trans. Fuzzy Syst. 21 (2013), 541-554.   DOI:10.1109/TFUZZ.2012.2221719
  44. A. Xie, H. Liu, F. Zhang and C. Li: On the distributivity of fuzzy implications over continuous Archimedeant-conorms and continuous t-conorms given as ordinal sums. Fuzzy Sets Syst. 205 (2012), 76-100.   DOI:10.1016/j.fss.2012.01.009
  45. T. H. Zhang, F. Qin and W. H. Li: On the distributivity equations between uni-nullnorms and overlap (grouping) functions. Fuzzy Sets Syst. 403 (2021), 56-77.   DOI:10.1016/j.fss.2019.12.005
  46. T. H. Zhang and F. Qin: On distributive laws between 2-uninorms and overlap (grouping) functions. Int. J. Approx. Reason. 119 (2020), 353-372.   DOI:10.1016/j.ijar.2020.01.008
  47. H. Zhou: Characterizations of fuzzy implications generated by continuous multiplicative generators of T-norms. IEEE Trans. Fuzzy Syst.   DOI:10.1109/TFUZZ.2020.3010616.
  48. K. Zhu, J. Wang and Y. Yang: A note on the modularity condition for overlap and grouping functions. Fuzzy Sets Syst. 408 (2021), 108-117.   DOI:10.1016/j.fss.2020.04.006
  49. K. Zhu, J. Wang and Y. Yang: New results on the modularity condition for overlap and grouping functions. Fuzzy Sets Syst. 403 (2021), 139-147   DOI:10.1016/j.fss.2019.10.014
  50. K. Zhu, J. Wang and Y. Yang: A short note on the migrativity properties of overlap functions over uninorms. Fuzzy Sets Syst. 414 (2021), 135-145   DOI:10.1016/j.fss.2020.06.011
  51. K. Y. Zhu and B. Q. Hu: Addendum to "On the migrativity of uninorms and nullnorms over overlap and grouping functions'' [Fuzzy Sets Syst. 346 (2018) 1-54]. Fuzzy Sets Syst. 386 (2020), 48-59.   DOI:10.1016/j.fss.2019.05.001
  52. Q. Chang and H. Zhou: Distributivity of $N$-ordinal sum fuzzy implications over t-norms and t-conorms. Int. J. Approx. Reason. 131 (2021), 189-213.   DOI:10.1016./j.ijar.2021.01.005.
  53. H. Zhou: Two general construction ways toward unified framework of ordinal sums of fuzzy implications. IEEE Trans. Fuzzy Syst. 29 (2021), 846-860.   DOI: 10.1109/TFUZZ.2020.2966154.