MCDMDecision-makingHybridMath steps

Hybrid Picture Fuzzy weighting (CIMAS) + ranking (ARTASI)

OriginatorKara, K., Yalçın, G. C., Kaygısız, E. G., Simic, V., Örnek, A. Ş., Pamucar, D.Year2024Sources1Related methods2

PIF-CIMAS-ARTASI (Hybrid Picture Fuzzy weighting (CIMAS) + ranking (ARTASI)) is a hybrid multi-criteria decision-making (MCDM) method introduced by Kara, K., Yalçın, G. C., Kaygısız, E. G., Simic, V., Örnek, A. Ş., Pamucar, D. in 2024. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.

Key highlights

Follows a transparent, reproducible computational procedure that can be audited step by step.
Handles multiple criteria of differing scales and units within a single decision matrix.

Intuition

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How it works

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When to use it

Two-stage MAGDM hybrid: stage 1 = PIF-CIMAS computes criterion weights from expert assessments; stage 2 = PIF-ARTASI ranks alternatives. The reliability index RI from stage 1 must be < 0.1 before proceeding.

Strengths & limitations

Strengths

Follows a transparent, reproducible computational procedure that can be audited step by step.
Handles multiple criteria of differing scales and units within a single decision matrix.

Limitations

Assumes full compensation — a strong score on one criterion can offset a weak score on another.

Common pitfalls

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Sources

1.
Kara, K., Yalçın, G. C., Kaygısız, E. G., Simic, V., Örnek, A. Ş., Pamucar, D. (2024). A picture fuzzy CIMAS-ARTASI model for website performance analysis in human resource management. Applied Soft Computing
DOI 10.1016/j.asoc.2024.111826

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ScholarGate. (2026, June 2). PIF-CIMAS-ARTASI. ScholarGate. https://scholargate.app/decision-making/pif-cimas-artasi