NDLI: MADM based on distance and correlation coefficient measures with decision-maker preferences under a hesitant fuzzy environment

Content Provider	Springer Nature Link
Author	Tong, Xin Yu, Liying
Copyright Year	2015
Abstract	In multiple attribute decision making (MADM), hesitant fuzzy sets (HFSs) are powerful tools for expressing uncertain and vague information. Recently, MADM problems with hesitant fuzzy information have attracted increasing attention, and many MADM methods have been developed. However, only a limited amount of research has considered MADM problems that simultaneously determine attribute weights and decision-maker (DM) preferences. Therefore, we propose an MADM approach for such problems under a hesitant fuzzy environment. First, we derive extended distance and correlation coefficient measures for HFSs that are more reasonable and effective when the DM preferences are considered. We then apply the extended distance measure to subjective and objective preference information to determine attribute weights, and use these to calculate the weighted correlation coefficient between the ideal choice and each alternative. Further, we determine the ranking order of all alternatives, from which it is easy to identify the best choice. Finally, we present an example that demonstrates the practicality of the proposed approach.
Starting Page	4449
Ending Page	4461
Page Count	13
File Format	PDF
ISSN	14327643
Journal	Soft Computing
Volume Number	20
Issue Number	11
e-ISSN	14337479
Language	English
Publisher	Springer Berlin Heidelberg
Publisher Date	2015-07-03
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Hesitant fuzzy information Distance measure Correlation coefficient measure Decision-maker preferences Multiple attribute decision making (MADM) Computational Intelligence Artificial Intelligence (incl. Robotics) Mathematical Logic and Foundations Control, Robotics, Mechatronics
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Software Geometry and Topology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Hesitant fuzzy multi-attribute decision-making based on the minimum deviation method

Multi-criteria decision-making methods based on the Hausdorff distance of hesitant fuzzy linguistic numbers

Kendall’s correlation coefficient for vague preferences

Hesitant fuzzy rough set over two universes and its application in decision making

Dual hesitant fuzzy rough set and its application

Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making

Interval-valued hesitant fuzzy Einstein prioritized aggregation operators and their applications to multi-attribute group decision making

A family of fuzzy distance measures of fuzzy numbers

Some generalized interval-valued hesitant uncertain linguistic aggregation operators and their applications to multiple attribute group decision making

MADM based on distance and correlation coefficient measures with decision-maker preferences under a hesitant fuzzy environment

Similar Documents

Hesitant fuzzy multi-attribute decision-making based on the minimum deviation method

Multi-criteria decision-making methods based on the Hausdorff distance of hesitant fuzzy linguistic numbers

Kendall’s correlation coefficient for vague preferences

Hesitant fuzzy rough set over two universes and its application in decision making

Dual hesitant fuzzy rough set and its application

Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making

Interval-valued hesitant fuzzy Einstein prioritized aggregation operators and their applications to multi-attribute group decision making

A family of fuzzy distance measures of fuzzy numbers

Some generalized interval-valued hesitant uncertain linguistic aggregation operators and their applications to multiple attribute group decision making

MADM based on distance and correlation coefficient measures with decision-maker preferences under a hesitant fuzzy environment