Multi-criteria decision making beyond consistency: An alternative to AHP for real-world industrial problems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F24%3A00600589" target="_blank" >RIV/67985556:_____/24:00600589 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S0360835224007836" target="_blank" >https://www.sciencedirect.com/science/article/pii/S0360835224007836</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.cie.2024.110661" target="_blank" >10.1016/j.cie.2024.110661</a>
Alternative languages
Result language
angličtina
Original language name
Multi-criteria decision making beyond consistency: An alternative to AHP for real-world industrial problems
Original language description
The Analytic Hierarchy Process (AHP) is a widely used method for multi-criteria decision-making that relies on consistency in pairwise comparisons. However, decision-makers often struggle to provide fully consistent judgments in real-world scenarios. This article introduces a decision-making framework that operates independently of consistency. Utilizing the Skew-Symmetric Bilinear representation of preferences allows decision-makers to more accurately evaluate alternatives and criteria, making this framework more applicable in practical settings. The proposed method is validated through practical examples and an in-depth case study in the textile industry, effectively resolving a complex decision-making problem related to acquiring a data analytics tool for supplier selection. The results underscore the robustness and flexibility of this consistency-independent technique as an alternative to traditional AHP methods.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Computers & Industrial Engineering
ISSN
0360-8352
e-ISSN
1879-0550
Volume of the periodical
198
Issue of the periodical within the volume
1
Country of publishing house
GB - UNITED KINGDOM
Number of pages
12
Pages from-to
110661
UT code for WoS article
001349997400001
EID of the result in the Scopus database
2-s2.0-85207351706