Multicriteria evaluation of the criteria weights based on their interrelationship
When the number of the criteria used in determining the criteria weights in multicriteria evaluation is sufficiently large some problems can arise. Problem solution may be simplified by assuming that the criteria describing various aspects of the object are interrelated as the elements of the system...
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| Format: | Article |
| Language: | English |
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Vilnius Gediminas Technical University
2006-03-01
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| Series: | Business: Theory and Practice |
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| Online Access: | https://www.bjrbe.vgtu.lt/index.php/BTP/article/view/11634 |
| _version_ | 1797331061341945856 |
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| author | Romualdas Ginevičius |
| author_facet | Romualdas Ginevičius |
| author_sort | Romualdas Ginevičius |
| collection | DOAJ |
| description | When the number of the criteria used in determining the criteria weights in multicriteria evaluation is sufficiently large some problems can arise. Problem solution may be simplified by assuming that the criteria describing various aspects of the object are interrelated as the elements of the system. These relationships form the potential of each element of the system which can increase or decrease, depending on the relationships between the elements and their nature. To determine the directionality and strength of interrelationship between the system elements, it is sufficient to have an expert’s judgement about the directionality and strength of the relationship between one element and all other elements of the system. Then, basing themselves on the transitivity of interrelationship between values, we can determine the directionality and strength of relationships of the remaining elements. Given the calculated and actual potential of each element of the system, the weights of the elements can be determined.
Daugiakriterinio vertinimo rodiklių svorių nustatymas, remiantis jų tarpusavio sąveika
Santrauka. Nustatyti veiksnių svorius, atliekant daugiakriterinius vertinimus, yra keblu, kai veiksnių yra gana daug. Problemą galima supaprastinti teigiant, kad šiuos veiksnius išreiškiantys rodikliai, kaip sistemos elementai, yra tarpusavyje susiję. Šios sąsajos suformuoja kiekvieno sistemos elemento potencialą, kuris gali didėti ar mažėti, atsižvelgiant į elementų sąveikos pobūdį. Visų sistemos elementų sąveikos krypčiai ir stiprumui nustatyti užtenka turėti ekspertų nuomonę apie bet kurio sistemos elemento sąveikos kryptį ir ryšį su visais kitais sistemos elementais. Paskui, naudodamiesi dydžių tarpusavio poveikio tranzityvumo savybėmis, galime nustatyti visų likusių elementų ryšių kryptį ir stiprumą, gauname iki galo suderintą sistemą. Žinant kiekvieno sistemos elemento skaičiuojamąjį ir faktinį potencialą, galima nustatyti jų svorius.
Pagrindiniai žodžiai: daugiakriteriniai vertinimai, veiksnių svorių nustatymo būdai.
Article in Lithuanian. |
| first_indexed | 2024-03-08T07:29:07Z |
| format | Article |
| id | doaj.art-4f8bbd1f4fdd4fe4a6c6bd3afeab8a46 |
| institution | Directory Open Access Journal |
| issn | 1648-0627 1822-4202 |
| language | English |
| last_indexed | 2024-03-08T07:29:07Z |
| publishDate | 2006-03-01 |
| publisher | Vilnius Gediminas Technical University |
| record_format | Article |
| series | Business: Theory and Practice |
| spelling | doaj.art-4f8bbd1f4fdd4fe4a6c6bd3afeab8a462024-02-02T20:52:58ZengVilnius Gediminas Technical UniversityBusiness: Theory and Practice1648-06271822-42022006-03-017110.3846/btp.2006.01Multicriteria evaluation of the criteria weights based on their interrelationshipRomualdas Ginevičius0Vilnius Gediminas Technical University, Saulėtekio al. 11, LT-10223 Vilnius, LithuaniaWhen the number of the criteria used in determining the criteria weights in multicriteria evaluation is sufficiently large some problems can arise. Problem solution may be simplified by assuming that the criteria describing various aspects of the object are interrelated as the elements of the system. These relationships form the potential of each element of the system which can increase or decrease, depending on the relationships between the elements and their nature. To determine the directionality and strength of interrelationship between the system elements, it is sufficient to have an expert’s judgement about the directionality and strength of the relationship between one element and all other elements of the system. Then, basing themselves on the transitivity of interrelationship between values, we can determine the directionality and strength of relationships of the remaining elements. Given the calculated and actual potential of each element of the system, the weights of the elements can be determined. Daugiakriterinio vertinimo rodiklių svorių nustatymas, remiantis jų tarpusavio sąveika Santrauka. Nustatyti veiksnių svorius, atliekant daugiakriterinius vertinimus, yra keblu, kai veiksnių yra gana daug. Problemą galima supaprastinti teigiant, kad šiuos veiksnius išreiškiantys rodikliai, kaip sistemos elementai, yra tarpusavyje susiję. Šios sąsajos suformuoja kiekvieno sistemos elemento potencialą, kuris gali didėti ar mažėti, atsižvelgiant į elementų sąveikos pobūdį. Visų sistemos elementų sąveikos krypčiai ir stiprumui nustatyti užtenka turėti ekspertų nuomonę apie bet kurio sistemos elemento sąveikos kryptį ir ryšį su visais kitais sistemos elementais. Paskui, naudodamiesi dydžių tarpusavio poveikio tranzityvumo savybėmis, galime nustatyti visų likusių elementų ryšių kryptį ir stiprumą, gauname iki galo suderintą sistemą. Žinant kiekvieno sistemos elemento skaičiuojamąjį ir faktinį potencialą, galima nustatyti jų svorius. Pagrindiniai žodžiai: daugiakriteriniai vertinimai, veiksnių svorių nustatymo būdai. Article in Lithuanian.https://www.bjrbe.vgtu.lt/index.php/BTP/article/view/11634multicriteria evaluationdetermination of the criteria weights |
| spellingShingle | Romualdas Ginevičius Multicriteria evaluation of the criteria weights based on their interrelationship Business: Theory and Practice multicriteria evaluation determination of the criteria weights |
| title | Multicriteria evaluation of the criteria weights based on their interrelationship |
| title_full | Multicriteria evaluation of the criteria weights based on their interrelationship |
| title_fullStr | Multicriteria evaluation of the criteria weights based on their interrelationship |
| title_full_unstemmed | Multicriteria evaluation of the criteria weights based on their interrelationship |
| title_short | Multicriteria evaluation of the criteria weights based on their interrelationship |
| title_sort | multicriteria evaluation of the criteria weights based on their interrelationship |
| topic | multicriteria evaluation determination of the criteria weights |
| url | https://www.bjrbe.vgtu.lt/index.php/BTP/article/view/11634 |
| work_keys_str_mv | AT romualdasginevicius multicriteriaevaluationofthecriteriaweightsbasedontheirinterrelationship |