A novel iterative approach to determining compromise rankings

• Autorzy: Kizielewicz Bartłomiej , Shekhovtsov Andrii , Sałabun Wojciech

Identyfikatory

DOI

10.15439/2022F255

• Konferencja: Federated Conference on Computer Science and Information Systems (17 ; 04-07.09.2022 ; Sofia, Bulgaria)
• Języki publikacji: EN

Abstrakty

EN

In many cases involving multi-criteria decision-making, we need compromise solutions. This is a crucial aspect due to the specific characteristics of decision problems. However, the proposed trade-off approaches are often complex to verify to what extent they are reliable. Therefore, this paper proposes a new iterative approach based on decision option evaluations from selected multi-criteria decision-making methods, i.e., TOPSIS, VIKOR, and SPOTIS. The obtained results have high similarity among each other, which was measured by Spearman's weighted correlation coefficient and WS ranking similarity coefficient. Furthermore, the proposed approach showed high efficiency and adaptability of the generated results.

• Wydawca: Polskie Towarzystwo Informatyczne
• Czasopismo: Annals of Computer Science and Information Systems
• Rocznik: 2022
• Tom: Vol. 30
• Strony: 783--787
• Opis fizyczny: Bibliogr. 16 poz.

Twórcy

autor

Kizielewicz Bartłomiej

autor

Shekhovtsov Andrii

autor

Sałabun Wojciech