In this paper, we introduce the concepts of additive generators and additive generator pair of n-dimensional overlap functions, in order to extend the dimensionality of overlap functions from 2 to n. We mainly discuss the conditions under which an n-dimensional overlap function can be expressed in terms of its generator pair.
References
[1]
Bustince, H., Fernández, J., Mesiar, R., Montero, J. and Orduna, R. (2009) Overlap Index, Overlap Functions and Migrativity. Proceedings of IFSA/EUSFLAT Conference, Lisbon, 20-24 July 2009, 300-305.
[2]
Bustince, H., Fernández, J., Mesiar, R., Montero, J. and Orduna, R. (2010) Overlap Functions. Nonlinear Analysis, 72, 1488-1499. https://doi.org/10.1016/j.na.2009.08.033
[3]
Jurio, A., Bustince, H., Pagola, M., Pradera, A. and Yager, R. (2013) Some Properties of Overlap and Grouping Functions and Their Application to Image Thresholding. Fuzzy Sets and Systems, 229, 69-90. https://doi.org/10.1016/j.fss.2012.12.009
[4]
Elkano, M., Galar, M., Sanz, J., Fernndez, A., Barrenechea, E., Herrera, F. and Bustince, H. (2015) Enhancing Multi-Class Classification in FARC-HD Fuzzy Classifier: On the Synergy between N-Dimensional Overlap Functions and Decomposition Strategies. IEEE Transactions on Fuzzy Systems, 23, 1562-1580. https://doi.org/10.1109/TFUZZ.2014.2370677
[5]
Paternain, D., Bustince, H., Pagola, M., Sussner, P., Kolesrov, A. and Mesiar, R. (2016) Capacities and Overlap Indexes with an Application in Fuzzy Rule-Based Classification Systems. Fuzzy Sets and Systems, 305, 70-94. https://doi.org/10.1016/j.fss.2015.12.021
[6]
Bustince, H., Pagola, M., Mesiar, R., Hüllermeier, E. and Herrera, F. (2012) Grouping, Overlaps, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons. IEEE Transactions on Fuzzy Systems, 20, 405-415. https://doi.org/10.1109/TFUZZ.2011.2173581
[7]
Elkano, M., Galar, M., Sanz, J.A., Schiavo, P.F., Pereira Jr., S., Dimuro, G.P., Borges, E.N. and Bustince, H. (2018) Consensus via Penalty Functions for Decision Making in Ensembles in Fuzzy Rule-Based Classification Systems. Applied Soft Computing, 67, 728-740. https://doi.org/10.1016/j.asoc.2017.05.050
[8]
Dimuro, G.P. and Bedregal, B. (2013) Additive Generators of Overlap Functions. In: Bustince, H., Fernandez, J., Mesiar, R. and Calvo, T., Eds., Aggregation Functions in Theory and in Practise, Springer, Berlin, Vol. 228, 167-178. https://doi.org/10.1007/978-3-642-39165-1_30
[9]
Dimuro, G.P., Bedregal, B., Bustince, H., Asiáin, M.J. and Mesiar, R. (2016) On Additive Generators of Overlap Functions. Fuzzy Sets and Systems, 287, 76-96. https://doi.org/10.1016/j.fss.2015.02.008
[10]
Qiao, J. and Hu, B.Q. (2018) On the Distributive Laws of Fuzzy Implication Functions over Additively Generated Overlap and Grouping Functions. IEEE Transactions on Fuzzy Systems, 26, 2421-2433. https://doi.org/10.1109/TFUZZ.2017.2776861
[11]
Gómez, D., Rodríguez, J.T., Montero, J., Bustince, H. and Barrenechea, E. (2016) n-Dimensional Overlap Functions. Fuzzy Sets and Systems, 287, 57-75. https://doi.org/10.1016/j.fss.2014.11.023
[12]
Qiao, J. and Hu, B.Q. (2019) On Generalized Migrativity Property for Overlap Functions. Fuzzy Sets and Systems, 357, 91-116. https://doi.org/10.1016/j.fss.2018.01.007