Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: A new method for decision making problems with redundant and incomplete information based on incomplete soft sets: From crisp to fuzzy
Contributor:
Yao, Baozhen - ed. ; Wang, Shuaian - ed. ; Asian, Sobhan - ed.
Subtitle:
Group publication title:
Abstract:
This research is focused on decision-making problems with redundant and incomplete information under a fuzzy environment. Firstly, we present the definition of incomplete fuzzy soft sets and analyze their data structures. Based on that, binary relationships between each pair of objects and the "restricted/relaxed AND" operations in the incomplete fuzzy soft set are discussed. After that, the definition of incomplete fuzzy soft decision systems is proposed. ; To reduce the inconsistency caused by the redundant information in decision making, the significance of the attribute subset, the reduct attribute set, the optimal reduct attribute set and the core attribute in incomplete fuzzy soft decision systems is also discussed. These definitions can be applied in an incomplete fuzzy soft set directly, so there is no need to convert incomplete data into complete one in the process of reduction. ; Then a new decision-making algorithm based on the above definitions can be developed, which can deal with redundant information and incomplete information simultaneously, and is independent of some unreliable assumptions about the data generating mechanism to forecast the incomplete information. Lastly, the algorithm is applied in the problem of regional food safety evaluation in Chongqing, China, and the corresponding comparison analysis demonstrates the effectiveness of the proposed method.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 32, number 4 (2022) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2022)
Last modified:
Jul 24, 2025
In our library since:
Jul 24, 2025
Number of object content hits:
13
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/101550
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 1 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 2 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 3 (2022)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 32, number 4 (2022)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Objects Similar
Xia, Sisi Yang, Haoran Chen, Kin Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Liu, Yaya Qin, Keyun Rao, Chang Alhaji Mahamadu, Mahamuda Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Żak, Bogdan Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Villacorta, Pablo J. Pelta, David A. Byrski, Aleksander - ed. Kisiel-Dorohinicki, Marek - ed. Dobrowolski, Grzegorz - ed.
Kowalczuk, Zdzisław Czubenko, Michał Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Liu, Jun Ruan, Da Carchon, Roland Rutkowska, Danuta - ed. Kacprzyk, Janusz - ed. Zadeh, Lotfi A. - ed.
Koczkodaj, Waldemar W. Szybowski, Jacek Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Qin, Hongwu Ma, Xiuqin Herawan, Tutut Zain, Jasni Mohamad Cordón, Oskar - ed. Kazienko, Przemysław - ed.
