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Višekriterijumska analiza odlučivanja vođena podacima×ELECTRE I×Tehnika za redosled preferencija po sličnosti sa idealnim rešenjem×
OblastDonošenje odlukaDonošenje odlukaDonošenje odluka
PorodicaMCDMMCDMMCDM
Godina nastanka201519681981
TvoracMultiple authorsRoy, B.Hwang, C. L., Yoon, K.
TipLearning-based criteria weighting and aggregationConcordance–discordance (crisp outranking)Distance-based (compromise)
Temeljni izvorГреченко, Д. В. (2019). Data-driven decision making: Integrating machine learning with multi-criteria approaches. Computational Statistics & Data Analysis, 132, 127-143. link ↗Roy, B. (1968). Classement et choix en présence de points de vue multiples (la méthode ELECTRE). Revue Française d'Informatique et de Recherche Opérationnelle DOI ↗Hwang, C. L., Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications — A State-of-the-Art Survey. Lecture Notes in Economics and Mathematical Systems, Vol. 186, Springer-Verlag DOI ↗
Drugi naziviData-Driven MCDA
Srodne588
SažetakData-Driven MCDA is a hybrid framework that integrates machine learning and statistical learning into traditional multi-criteria decision analysis. Instead of eliciting weights from expert judgment, it learns criteria importance from historical decision data, enabling more scalable and empirically grounded decision support.ELECTRE (ELECTRE I — ELimination Et Choix Traduisant la REalité) is a outranking multi-criteria decision-making (MCDM) method introduced by Roy, B. in 1968. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) is a ranking multi-criteria decision-making (MCDM) method introduced by Hwang, C. L., Yoon, K. in 1981. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.
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ScholarGateUporedite metode: Data-Driven MCDA · ELECTRE · TOPSIS. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare