A new software development for Fuzzy Multicriteria decision‐making
In this paper, software for Fuzzy Multiple Criteria Decision Making (FMCDM) problems has been developed and tested on two real problems. FMCDM methods are widely used when imprecise data or linguistic variables exist in the problem. Using FMCDM methods may help improve decision‐making problems and l...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Vilnius Gediminas Technical University
2009-06-01
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| Series: | Technological and Economic Development of Economy |
| Subjects: | |
| Online Access: | https://journals.vgtu.lt/index.php/TEDE/article/view/6429 |
| _version_ | 1831659791065284608 |
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| author | Güvenç Arslan Özlem Aydın |
| author_facet | Güvenç Arslan Özlem Aydın |
| author_sort | Güvenç Arslan |
| collection | DOAJ |
| description | In this paper, software for Fuzzy Multiple Criteria Decision Making (FMCDM) problems has been developed and tested on two real problems. FMCDM methods are widely used when imprecise data or linguistic variables exist in the problem. Using FMCDM methods may help improve decision‐making problems and lead to more accurate models. Although these methods are more involved in terms of computing due to fuzzy calculations in MCDM algorithms, fuzziness offers advantages over classical algorithms. Thus appropriate software is of great importance in applying FMCDM methods. The major aim of this study is to develop software and to test it on two real military problems which are solved by an ideal points algorithm and an outranking method. The results and outputs are discussed with sensitivity analyses.
Santrauka
Aprašomos programos, skirtos daugiakriteriniam sprendimų priėmimui esant neapibrėžtumams, kūrimas ir jos pritaikymas sprendžiant dvi realias problemas. Neapibrėžtųjų aibių daugiakriteriniai metodai plačiai taikomi, kai esama netikslių duomenų arba lingvistinių kintamųjų. Taikant šiuos metodus galima lengviau išspręsti sprendimo priėmimo problemas, sudaryti tikslesnius modelius. Nors tokiu atveju reikia daugiau skaičiavimų siekiant taikyti neapibrėžtąsias aibes daugiakriteriniuose sprendimų priėmimo algoritmuose, tačiau galimybė įvertinti neapibrėžtumus suteikia pranašumų, palyginti su klasikiniais metodais. Taigi neapibrėžtųjų aibių daugiakriteriniams metodams labai svarbu tinkama programinė įranga. Svarbiausias šio tyrimo tikslas – sukurti programinę įrangą ir testuoti ją sprendžiant dvi tikras karines problemas – idealiųjų taškų agoritmą ir rangavimų metodą. Rezultatai aptarti atlikus jautrumo analizę.
First published online: 21 Oct 2010
Reikšminiai žodžiai: neapibrėžtųjų aibių daugiakriterinis sprendimų priėmimas (NADSP), idealieji
taškai, rangavimas, programinė įranga. |
| first_indexed | 2024-12-19T18:04:51Z |
| format | Article |
| id | doaj.art-97a46c3cb8b34d29a962ecc03d9615e4 |
| institution | Directory Open Access Journal |
| issn | 2029-4913 2029-4921 |
| language | English |
| last_indexed | 2024-12-19T18:04:51Z |
| publishDate | 2009-06-01 |
| publisher | Vilnius Gediminas Technical University |
| record_format | Article |
| series | Technological and Economic Development of Economy |
| spelling | doaj.art-97a46c3cb8b34d29a962ecc03d9615e42022-12-21T20:11:30ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212009-06-0115210.3846/1392-8619.2009.15.197-212A new software development for Fuzzy Multicriteria decision‐makingGüvenç Arslan0Özlem Aydın1Dept of Statistics and Computer Sciences, Başkent University, 06800 Ankara, TurkeyDept of Statistics and Computer Sciences, Başkent University, 06800 Ankara, TurkeyIn this paper, software for Fuzzy Multiple Criteria Decision Making (FMCDM) problems has been developed and tested on two real problems. FMCDM methods are widely used when imprecise data or linguistic variables exist in the problem. Using FMCDM methods may help improve decision‐making problems and lead to more accurate models. Although these methods are more involved in terms of computing due to fuzzy calculations in MCDM algorithms, fuzziness offers advantages over classical algorithms. Thus appropriate software is of great importance in applying FMCDM methods. The major aim of this study is to develop software and to test it on two real military problems which are solved by an ideal points algorithm and an outranking method. The results and outputs are discussed with sensitivity analyses. Santrauka Aprašomos programos, skirtos daugiakriteriniam sprendimų priėmimui esant neapibrėžtumams, kūrimas ir jos pritaikymas sprendžiant dvi realias problemas. Neapibrėžtųjų aibių daugiakriteriniai metodai plačiai taikomi, kai esama netikslių duomenų arba lingvistinių kintamųjų. Taikant šiuos metodus galima lengviau išspręsti sprendimo priėmimo problemas, sudaryti tikslesnius modelius. Nors tokiu atveju reikia daugiau skaičiavimų siekiant taikyti neapibrėžtąsias aibes daugiakriteriniuose sprendimų priėmimo algoritmuose, tačiau galimybė įvertinti neapibrėžtumus suteikia pranašumų, palyginti su klasikiniais metodais. Taigi neapibrėžtųjų aibių daugiakriteriniams metodams labai svarbu tinkama programinė įranga. Svarbiausias šio tyrimo tikslas – sukurti programinę įrangą ir testuoti ją sprendžiant dvi tikras karines problemas – idealiųjų taškų agoritmą ir rangavimų metodą. Rezultatai aptarti atlikus jautrumo analizę. First published online: 21 Oct 2010 Reikšminiai žodžiai: neapibrėžtųjų aibių daugiakriterinis sprendimų priėmimas (NADSP), idealieji taškai, rangavimas, programinė įranga.https://journals.vgtu.lt/index.php/TEDE/article/view/6429FMCDMideal pointsoutrankingsoftware |
| spellingShingle | Güvenç Arslan Özlem Aydın A new software development for Fuzzy Multicriteria decision‐making Technological and Economic Development of Economy FMCDM ideal points outranking software |
| title | A new software development for Fuzzy Multicriteria decision‐making |
| title_full | A new software development for Fuzzy Multicriteria decision‐making |
| title_fullStr | A new software development for Fuzzy Multicriteria decision‐making |
| title_full_unstemmed | A new software development for Fuzzy Multicriteria decision‐making |
| title_short | A new software development for Fuzzy Multicriteria decision‐making |
| title_sort | new software development for fuzzy multicriteria decision making |
| topic | FMCDM ideal points outranking software |
| url | https://journals.vgtu.lt/index.php/TEDE/article/view/6429 |
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