Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance
Fuzzy decision-making is a critical research topic in uncertain decision-making issues. Under uncertain scenarios, a group of decision makers/experts presents the fuzzy evaluation data of the criteria to an alternative. In this case, we can use a fuzzy multi-valued set (FMVS) to express them. To sol...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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University of New Mexico
2023-01-01
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| Series: | Neutrosophic Sets and Systems |
| Subjects: | |
| Online Access: | http://fs.unm.edu/NSS/ExponentialSimilarityNeutrosophic8.pdf |
| _version_ | 1797825911717888000 |
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| author | Sumin Zhang Jun Ye |
| author_facet | Sumin Zhang Jun Ye |
| author_sort | Sumin Zhang |
| collection | DOAJ |
| description | Fuzzy decision-making is a critical research topic in uncertain decision-making issues. Under uncertain scenarios, a group of decision makers/experts presents the fuzzy evaluation data of the criteria to an alternative. In this case, we can use a fuzzy multi-valued set (FMVS) to express them. To solve the operation problem between different fuzzy sequence lengths in FMVSs and ensure some confidence level of fuzzy assessment values from the perspective of probability, this paper first proposes a transformation technique from FMVS to a confidence neutrosophic number cubic set (CNNCS) based on confidence levels and normal distribution of fuzzy values in FMVS. Then, we present an exponential similarity measure between CNNCSs and its group DM model with some confidence levels and normal distribution in a FMVS circumstance. Finally, the developed group DM model is applied to the selection of intelligent manufacturing equipment, and then the decision results corresponding to the 90%, 95%, and 99% confidence levels reveal the decision flexibility and rationality/reliability. |
| first_indexed | 2024-03-13T10:59:53Z |
| format | Article |
| id | doaj.art-df4109b7330a40babfb19c9e2263ed02 |
| institution | Directory Open Access Journal |
| issn | 2331-6055 2331-608X |
| language | English |
| last_indexed | 2024-03-13T10:59:53Z |
| publishDate | 2023-01-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj.art-df4109b7330a40babfb19c9e2263ed022023-05-16T19:40:06ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2023-01-015313013810.5281/zenodo.7535985Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued CircumstanceSumin ZhangJun YeFuzzy decision-making is a critical research topic in uncertain decision-making issues. Under uncertain scenarios, a group of decision makers/experts presents the fuzzy evaluation data of the criteria to an alternative. In this case, we can use a fuzzy multi-valued set (FMVS) to express them. To solve the operation problem between different fuzzy sequence lengths in FMVSs and ensure some confidence level of fuzzy assessment values from the perspective of probability, this paper first proposes a transformation technique from FMVS to a confidence neutrosophic number cubic set (CNNCS) based on confidence levels and normal distribution of fuzzy values in FMVS. Then, we present an exponential similarity measure between CNNCSs and its group DM model with some confidence levels and normal distribution in a FMVS circumstance. Finally, the developed group DM model is applied to the selection of intelligent manufacturing equipment, and then the decision results corresponding to the 90%, 95%, and 99% confidence levels reveal the decision flexibility and rationality/reliability.http://fs.unm.edu/NSS/ExponentialSimilarityNeutrosophic8.pdffuzzy multi-valued setconfidence neutrosophic number cubic setexponential similarity measuregroup decision-making |
| spellingShingle | Sumin Zhang Jun Ye Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance Neutrosophic Sets and Systems fuzzy multi-valued set confidence neutrosophic number cubic set exponential similarity measure group decision-making |
| title | Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance |
| title_full | Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance |
| title_fullStr | Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance |
| title_full_unstemmed | Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance |
| title_short | Group Decision-Making Model Using the Exponential Similarity Measure of Confidence Neutrosophic Number Cubic Sets in a Fuzzy Multi-Valued Circumstance |
| title_sort | group decision making model using the exponential similarity measure of confidence neutrosophic number cubic sets in a fuzzy multi valued circumstance |
| topic | fuzzy multi-valued set confidence neutrosophic number cubic set exponential similarity measure group decision-making |
| url | http://fs.unm.edu/NSS/ExponentialSimilarityNeutrosophic8.pdf |
| work_keys_str_mv | AT suminzhang groupdecisionmakingmodelusingtheexponentialsimilaritymeasureofconfidenceneutrosophicnumbercubicsetsinafuzzymultivaluedcircumstance AT junye groupdecisionmakingmodelusingtheexponentialsimilaritymeasureofconfidenceneutrosophicnumbercubicsetsinafuzzymultivaluedcircumstance |