ZE-numbers: A new extended Z-numbers and its application on multiple attribute group decision making. (May 2021)
- Record Type:
- Journal Article
- Title:
- ZE-numbers: A new extended Z-numbers and its application on multiple attribute group decision making. (May 2021)
- Main Title:
- ZE-numbers: A new extended Z-numbers and its application on multiple attribute group decision making
- Authors:
- Tian, Ye
Mi, Xiangjun
Ji, Yunpeng
Kang, Bingyi - Abstract:
- Abstract: As the core mechanism of intelligent systems, decision-making has received widespread attention in recent years. As decision-making environments become more complex, large amounts of data are fuzzy and partially reliable. Zadeh proposed the concept of the Z-numbers, this more anthropomorphic fuzzy set representation framework describes the simultaneous existence of probability measures and probability measures of random variables, and it is regarded as a very powerful tool for modeling uncertain information. However, the representation of Z-numbers still has limitations. Therefore, we propose a new extended Z-numbers, Z E = ( ( A, B ), E ), E is the credibility. As the objective reliability of ( A, B ), it restricts the original Z-numbers. At the same time, the conversion function between them is also defined. Based on this, we proposed a multi-attribute group decision-making (MAGDM) method considering the attitudes of decision-makers. Application examples show the rationality and effectiveness of the proposed methodology, and the superiority of this method is further illustrated through comparison and discussion with other methods.
- Is Part Of:
- Engineering applications of artificial intelligence. Volume 101(2021)
- Journal:
- Engineering applications of artificial intelligence
- Issue:
- Volume 101(2021)
- Issue Display:
- Volume 101, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 101
- Issue:
- 2021
- Issue Sort Value:
- 2021-0101-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-05
- Subjects:
- Z-numbers -- Reliability -- Ordered weighted average -- Decision making -- MAGDM
Engineering -- Data processing -- Periodicals
Artificial intelligence -- Periodicals
Expert systems (Computer science) -- Periodicals
Ingénierie -- Informatique -- Périodiques
Intelligence artificielle -- Périodiques
Systèmes experts (Informatique) -- Périodiques
Artificial intelligence
Engineering -- Data processing
Expert systems (Computer science)
Periodicals
620.00285 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09521976 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.engappai.2021.104225 ↗
- Languages:
- English
- ISSNs:
- 0952-1976
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3755.704500
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 16331.xml