A definition for hesitant fuzzy partitions

Aliahmadipour, LayaDepartment of Applied Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran (författare)

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.

TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Datorsystem hsv//swe
ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Computer Systems hsv//eng
Fuzzy partition
I-fuzzy partition
Hesitant fuzzy set
Hesitant fuzzy partition
Skövde Artificial Intelligence Lab (SAIL)
Skövde Artificial Intelligence Lab (SAIL)

Torra, VicençHögskolan i Skövde,Institutionen för informationsteknologi,Forskningscentrum för Informationsteknologi,Skövde Artificial Intelligence Lab (SAIL)(Swepub:his)torv (författare)
Eslami, EsfandiarDepartment of Pure Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran (författare)
Eftekhari, MahdiDepartment of Computer Engineering, Faculty of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran (författare)
Department of Applied Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, IranInstitutionen för informationsteknologi (creator_code:org_t)

Ingår i:International Journal of Computational Intelligence Systems: Taylor & Francis Group9:3, s. 497-5051875-68911875-6883

Av författaren/redakt...: Aliahmadipour, L ...; Torra, Vicenç; Eslami, Esfandia ...; Eftekhari, Mahdi

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TEKNIK OCH TEKNOLOGIER: TEKNIK OCH TEKNO ...; och Elektroteknik oc ...; och Datorsystem

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