Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods]
This paper presents an extension of the developed crispyn Python package providing weighting methods for multi-criteria decision analysis. The crispyn package, including until now eleven objective methods for determining criteria weights, was supplemented with four subjective weighting methods. The...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-12-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711023002376 |
| _version_ | 1797389460104544256 |
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| author | Aleksandra Bączkiewicz Jarosław Wątróbski Wojciech Sałabun |
| author_facet | Aleksandra Bączkiewicz Jarosław Wątróbski Wojciech Sałabun |
| author_sort | Aleksandra Bączkiewicz |
| collection | DOAJ |
| description | This paper presents an extension of the developed crispyn Python package providing weighting methods for multi-criteria decision analysis. The crispyn package, including until now eleven objective methods for determining criteria weights, was supplemented with four subjective weighting methods. The extension of the crispyn package significantly expands its scope of applications for decision problems requiring considering subjective criteria preferences of decision-makers’ for example, in reliable sustainability assessment. |
| first_indexed | 2024-03-08T22:56:16Z |
| format | Article |
| id | doaj.art-22e0534461864f1f88ccb9a1f2a63f1d |
| institution | Directory Open Access Journal |
| issn | 2352-7110 |
| language | English |
| last_indexed | 2024-03-08T22:56:16Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj.art-22e0534461864f1f88ccb9a1f2a63f1d2023-12-16T06:08:06ZengElsevierSoftwareX2352-71102023-12-0124101541Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods]Aleksandra Bączkiewicz0Jarosław Wątróbski1Wojciech Sałabun2Institute of Management, University of Szczecin, ul. Cukrowa 8, 71-004 Szczecin, PolandInstitute of Management, University of Szczecin, ul. Cukrowa 8, 71-004 Szczecin, Poland; National Institute of Telecommunications, ul. Szachowa 1, 04-894 Warsaw, PolandNational Institute of Telecommunications, ul. Szachowa 1, 04-894 Warsaw, Poland; Research Team on Intelligent Decision Support Systems, Department of Artificial Intelligence Methods and Applied Mathematics, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology in Szczecin, ul. Żołnierska 49, 71-210 Szczecin, Poland; Corresponding author at: National Institute of Telecommunications, ul. Szachowa 1, 04-894 Warsaw, Poland.This paper presents an extension of the developed crispyn Python package providing weighting methods for multi-criteria decision analysis. The crispyn package, including until now eleven objective methods for determining criteria weights, was supplemented with four subjective weighting methods. The extension of the crispyn package significantly expands its scope of applications for decision problems requiring considering subjective criteria preferences of decision-makers’ for example, in reliable sustainability assessment.http://www.sciencedirect.com/science/article/pii/S2352711023002376MCDACriteria weightingCrispynObjective and subjective weighting methodsPythonMulti-criteria assessment |
| spellingShingle | Aleksandra Bączkiewicz Jarosław Wątróbski Wojciech Sałabun Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] SoftwareX MCDA Criteria weighting Crispyn Objective and subjective weighting methods Python Multi-criteria assessment |
| title | Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] |
| title_full | Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] |
| title_fullStr | Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] |
| title_full_unstemmed | Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] |
| title_short | Version [1.1]- [Crispyn — A Python library for determining criteria significance with objective weighting methods] |
| title_sort | version 1 1 crispyn a python library for determining criteria significance with objective weighting methods |
| topic | MCDA Criteria weighting Crispyn Objective and subjective weighting methods Python Multi-criteria assessment |
| url | http://www.sciencedirect.com/science/article/pii/S2352711023002376 |
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