A New Model for DeterminingWeight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM)

Једноставна страница ставке
dc.citation.spage393
dc.citation.volume10
dc.contributor.authorPamučar, Dragan
dc.contributor.authorStević, Željko
dc.contributor.authorSremac, Siniša
dc.date.accessioned2023-07-19T10:33:38Z
dc.date.available2023-07-19T10:33:38Z
dc.date.issued2018
dc.description.abstractIn this paper, a new multi-criteria problem solving method—the Full Consistency Method (FUCOM)—is proposed. The model implies the definition of two groups of constraints that need to satisfy the optimal values of weight coefficients. The first group of constraints is the condition that the relations of the weight coefficients of criteria should be equal to the comparative priorities of the criteria. The second group of constraints is defined on the basis of the conditions of mathematical transitivity. After defining the constraints and solving the model, in addition to optimal weight values, a deviation from full consistency (DFC) is obtained. The degree of DFC is the deviation value of the obtained weight coefficients from the estimated comparative priorities of the criteria. In addition, DFC is also the reliability confirmation of the obtained weights of criteria. In order to illustrate the proposed model and evaluate its performance, FUCOM was tested on several numerical examples from the literature. The model validation was performed by comparing it with the other subjective models (the BestWorst Method (BWM) and Analytic Hierarchy Process (AHP)), based on the pairwise comparisons of the criteria and the validation of the results by using DFC. The results show that FUCOM provides better results than the BWM and AHP methods, when the relation between consistency and the required number of the comparisons of the criteria are taken into consideration. The main advantages of FUCOM in relation to the existing multi-criteria decision-making (MCDM) methods are as follows: (1) a significantly smaller number of pairwise comparisons (only n - 1), (2) a consistent pairwise comparison of criteria, and (3) the calculation of the reliable values of criteria weight coefficients, which contribute to rational judgment
dc.identifier.urihttps://vaseljena.ues.rs.ba/handle/123456789/491
dc.language.isoen
dc.publisherMDPI
dc.sourceSummetry
dc.subjectmulti-criteria decision-making; criteria weights; FUCOM; AHP; BWM
dc.titleA New Model for DeterminingWeight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM)
dc.typeArticle
Датотеке
Оригинални завежљај
Сада се приказује 1 - 1 од 1
Сличица
Име:
A New Model for DeterminingWeight Coefficients of Criteria in MCDM Models Full Consistency Method (FUCOM).pdf
Величина:
331.48 KB
Формат:
Adobe Portable Document Format
Опис:
Преузимање
Свежањ лиценце
Сада се приказује 1 - 1 од 1
Сличица
Име:
license.txt
Величина:
1.71 KB
Формат:
Item-specific license agreed to upon submission
Опис:
Преузимање
Колекције
Саобраћајни факултет [Научни радови] / Faculty of Transport and Traffic Engineering [Scientific papers]