Linganisha mbinu

	SPOTIS-Iliyo - Uamuzi wa Ulinganifu wa Upendeleo Kuelekea Suluhisho Bora	Mchakato wa Mlolongo wa Kihakiki	Njia ya Uzito wa Entropy ya Shannon
Nyanja	Ufanyaji Maamuzi	Ufanyaji Maamuzi	Ufanyaji Maamuzi
Familia	MCDM	MCDM	MCDM
Mwaka wa asili	2025	1980	1948
Mwanzilishi	Shekhovtsov, A., Dezert, J., Sałabun, W.	Saaty, T. L.	Shannon, C. E.
Aina	Distance-to-ideal with blended ISP/ESP reference	Pairwise comparison (eigenvalue)	Information-theoretic objective weighting (Shannon entropy)
Chanzo asilia	Shekhovtsov, A., Dezert, J., Sałabun, W. (2025). Enhancing Personalized Decision-Making with the Balanced SPOTIS Algorithm. 17th International Conference on Agents and Artificial Intelligence (ICAART 2025)	Saaty, T. L. (1980). The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. McGraw-Hill, New York ISBN: 978-0070543713	Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal
Majina mbadala	—	—	—
Zinazohusiana	5	8	8
Muhtasari	BALANCED-SPOTIS (Balanced SPOTIS — Balanced Stable Preference Ordering Towards Ideal Solution) is a ranking multi-criteria decision-making (MCDM) method introduced by Shekhovtsov, A., Dezert, J., Sałabun, W. in 2025. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.	AHP (Analytic Hierarchy Process) is a weight subjective multi-criteria decision-making (MCDM) method introduced by Saaty, T. L. in 1980. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.	ENTROPY (Shannon Entropy Weighting Method) is a weight objective multi-criteria decision-making (MCDM) method introduced by Shannon, C. E. in 1948. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.