TOPSIS
← Most-used equations and models
Ranks alternatives by closeness to the ideal solution and distance from the worst one.
LaTeX: C_i = \frac{d_i^{-}}{d_i^{+} + d_i^{-}}
Key findings
- TOPSIS was mentioned in 8 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #70 of the 104 equations and models mentioned.
- By journal category: AI (5), Economics (1), Finance (1) and Operations Research (1).
- Most of them appeared in Cognitive Computation (2), Utilities Policy (1) and Expert Systems with Applications (1).
- Often mentioned together with DEMATEL (3), Analytic hierarchy process (AHP) (3) and Best-worst method (2).
- Datasets named in the same papers: TRACE (1) and OR-Library (1).
- From Apr 2024 to Sep 2026, 115 archived papers mentioned TOPSIS in their title, abstract or keywords, most of them in Apr 2024 (8).
Mentions over 30 months
| Trend | Apr 24–Sep 24 | Oct 24–Sep 25 | Oct 25–Sep 26 | 30 months |
|---|---|---|---|---|
| 31 | 69 | 15 | 115 |
| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-23 | Prioritizing sustainable water technologies in Morocco through a tetralemma decision support framework | Utilities Policy | Muhammad Ikram, Cosimo Magazzino, Ernesto D.R. Santibañez González | Al Akhawayn University; Western Caspian University; LUM Jean Monnet University; … |
| 2026-10-22 | Uncovering heterogeneous user requirements for inclusive design: An LLM-driven multi-source data fusion framework with entropy-weighted IPA-Kano prioritization | Expert Systems with Applications | HONGRU CHANG, Jian Hua, Yue Hu et al. | Shanghai University of Engineering Science; Northeastern University |
| 2026-10-22 | Dynamic Picture Fuzzy Sets and Its Applications | Cognitive Computation | Yonghong Shen | Ministry of Education of the People's Republic of China; Minzu University of China |
| 2026-10-03 | Evaluating export barrier reduction strategies using an integrated fuzzy multi-criteria decision-making (MCDM) framework | International Review of Economics & Finance | Yurdagül Meral, Serkan Eti, Serhat Yuksel et al. | Istanbul Medipol University; Arkın Yaratıcı Sanatlar ve Tasarım Üniversitesi; Marmara University; … |
| 2026-10-02 | Cognitive Causal Modeling of Blockchain Adoption in Agri-Food Supply Chains: A Fuzzy-DEMATEL Approach | Cognitive Computation | Ali Ala, Behnam Malmir, Hamed Baziyad et al. | Technological University Dublin; Saveetha University; University of Illinois Urbana-Champaign; … |
| 2026-10-01 | Increasing resilience of continuum robots via motion planning algorithms | Neural Computing and Applications | Oxana Shamilyan, Ievgen Kabin, Zoya Dyka et al. | Leibniz Institute for High Performance Microelectronics; Brandenburg University of Technology Cottbus-Senftenberg; National Academy of Sciences of Ukraine; … |
| 2026-10-01 | Auditing weakly supervised cryptocurrency risk-state learning: when label fit, stability, and semantics disagree | Applied Intelligence | Junwen Lou, Fukai Zhang, Shuo Tian | Henan Polytechnic University |
| 2026-09-28 | Overcoming obstacles in sustainable biomedical waste management: a strategic framework integrating ISM FUZZY-MICMAC and SWARA-CRITIC-TOPSIS for optimal solutions | Computers & Industrial Engineering | Shagun Smith, Mohit Tyagi, Anju Singla et al. | Punjab Engineering College |
Cite this page
Scholar4AI. (2026). TOPSIS. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/topsis
@misc{scholar4ai-equations-topsis,
author = {{Scholar4AI}},
title = {TOPSIS},
year = {2026},
howpublished = {\url{https://scholar4ai.com/equations/topsis}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}