A definition for hesitant fuzzy partitions
2016 (English)In: International Journal of Computational Intelligence Systems, ISSN 0976-0962, E-ISSN 1875-6883, Vol. 9, no 3, 497-505 p.Article in journal (Refereed) Published
In this paper, we define hesitant fuzzy partitions (H-fuzzy partitions) to consider the results of standard fuzzy clustering family (e.g. fuzzy c-means and intuitionistic fuzzy c-means). We define a method to construct H-fuzzy partitions from a set of fuzzy clusters obtained from several executions of fuzzy clustering algorithms with various initialization of their parameters. Our purpose is to consider some local optimal solutions to find a global optimal solution also letting the user to consider various reliable membership values and cluster centers to evaluate her/his problem using different cluster validity indices.
Place, publisher, year, edition, pages
Taylor & Francis Group, 2016. Vol. 9, no 3, 497-505 p.
Fuzzy partition, I-fuzzy partition, Hesitant fuzzy set, Hesitant fuzzy partition
IdentifiersURN: urn:nbn:se:his:diva-13066DOI: 10.1080/18756891.2016.1175814ISI: 000373756900007ScopusID: 2-s2.0-84963682311OAI: oai:DiVA.org:his-13066DiVA: diva2:1044079