Multicriteria Correlation Preference Information (MCCPI)-Based Ordinary Capacity Identification Method
| العنوان: | Multicriteria Correlation Preference Information (MCCPI)-Based Ordinary Capacity Identification Method |
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| المؤلفون: | Jian-Zhang Wu, Yi-Ping Zhou, Li Huang, Jun-Jie Dong |
| المصدر: | Mathematics Volume 7 Issue 3 Mathematics, Vol 7, Iss 3, p 300 (2019) |
| بيانات النشر: | Multidisciplinary Digital Publishing Institute, 2019. |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | Mathematical optimization, 021103 operations research, Decision aiding, Computer science, General Mathematics, lcsh:Mathematics, capacity, 0211 other engineering and technologies, 02 engineering and technology, Type (model theory), Multiple-criteria decision analysis, lcsh:QA1-939, multicriteria decision analysis, dominance relationship diagram, Correlation, Identification (information), Order (exchange), 0202 electrical engineering, electronic engineering, information engineering, Computer Science (miscellaneous), MCCPI, 020201 artificial intelligence & image processing, Engineering (miscellaneous), Preference (economics), shapley importance and interaction index |
| الوصف: | Multicriteria correlation preference information (MCCPI) refers to a special type of 2-dimensional explicit information: the importance and interaction preferences regarding multiple dependent decision criteria. A few identification models have been established and implemented to transform the MCCPI into the most satisfactory 2-additive capacity. However, as one of the most commonly accepted particular type of capacity, 2-additive capacity only takes into account 2-order interactions and ignores the higher order interactions, which is not always reasonable in a real decision-making environment. In this paper, we generalize those identification models into ordinary capacity cases to freely represent the complicated situations of higher order interactions among multiple decision criteria. Furthermore, a MCCPI-based comprehensive decision aid algorithm is proposed to represent various kinds of dominance relationships of all decision alternatives as well as other useful decision aiding information. An illustrative example is adopted to show the proposed MCCPI-based capacity identification method and decision aid algorithm. |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 2227-7390 |
| DOI: | 10.3390/math7030300 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d2349adece13c4c9f4bead8e90d0634cTest |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....d2349adece13c4c9f4bead8e90d0634c |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 22277390 |
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| DOI: | 10.3390/math7030300 |