Papers on “convergence rate”
Research on “convergence rate” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers. Also as Markdown.
← Top research keywords · Keyword trends
Key findings#
- From 2017 to 2026 (so far), the keyword “convergence rate” appeared in 1,559 papers in the tracked journals, most of them in AI (590), operations research (437) and statistics (395).
- 194 of them were published in 2025, against 98 in 2017.
- Since 2023, the institutions with the most of these papers were Centre National de la Recherche Scientifique (29), Renmin University of China (16) and Chinese Academy of Sciences (13).
- The journals publishing most of them were Journal of Optimization Theory and Applications (50), Computational Optimization and Applications (40) and Expert Systems with Applications (36).
- The most-cited of them is “Chimp optimization algorithm” (Expert Systems with Applications, 2020), with 1,240 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| AI | 25 | 47 | 39 | 58 | 85 | 97 | 68 | 70 | 60 | 41 |
| Operations Research | 31 | 36 | 26 | 39 | 35 | 52 | 47 | 53 | 68 | 50 |
| Statistics | 29 | 38 | 37 | 36 | 41 | 34 | 31 | 50 | 52 | 47 |
| Economics | 12 | 10 | 11 | 15 | 13 | 8 | 16 | 6 | 11 | 8 |
| Finance | 1 | 2 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 1 |
| Information Systems | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 0 |
| Management | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| All categories | 98 | 134 | 114 | 153 | 180 | 194 | 164 | 181 | 194 | 147 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Journal of Optimization Theory and Applications | 50 |
| 2 | Computational Optimization and Applications | 40 |
| 3 | Expert Systems with Applications | 36 |
| 4 | Statistics & Probability Letters | 33 |
| 5 | Neural Networks | 29 |
| 6 | Mathematical Programming | 28 |
| 7 | Neural Computing and Applications | 28 |
| 8 | Statistics and Computing | 28 |
| 9 | Knowledge-Based Systems | 27 |
| 10 | IEEE Transactions on Neural Networks and Learning Systems | 27 |
| # | Institution | Papers |
|---|---|---|
| 1 | Centre National de la Recherche Scientifique | 29 |
| 2 | Renmin University of China | 16 |
| 3 | Chinese Academy of Sciences | 13 |
| 4 | Chongqing University | 12 |
| 5 | Peking University | 11 |
| 6 | University of Chinese Academy of Sciences | 11 |
| 7 | Dalian University of Technology | 10 |
| 8 | Institut national de recherche en sciences et technologies du numérique | 10 |
| 9 | Anhui University | 9 |
| 10 | Chinese University of Hong Kong | 9 |
| # | Country | Papers |
|---|---|---|
| 1 | China | 332 |
| 2 | United States | 126 |
| 3 | France | 53 |
| 4 | Hong Kong | 35 |
| 5 | Germany | 32 |
| 6 | United Kingdom | 30 |
| 7 | Australia | 25 |
| 8 | South Korea | 25 |
| 9 | Canada | 24 |
| 10 | Japan | 23 |
| # | Keyword | Papers |
|---|---|---|
| 1 | non-convex optimization | 51 |
| 2 | metaheuristic optimization | 34 |
| 3 | local optima avoidance | 31 |
| 4 | asymptotic normality | 27 |
| 5 | consistency | 23 |
| 6 | convergence analysis | 22 |
| 7 | nonsmooth optimization | 22 |
| 8 | asymptotic distribution | 20 |
| 9 | engineering design optimization | 18 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 1,240 | 15.5 | Chimp optimization algorithm | Expert Systems with Applications | 2020-02-29 | Mohammad Khishe, Mohammad Reza Mosavi |
| 2 | 1,138 | 15.6 | Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems | Applied Intelligence | 2020-09-29 | Fatma A. Hashim, Kashif Hussain, Essam Halim Houssein et al. |
| 3 | 1,120 | 16.9 | RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method | Expert Systems with Applications | 2021-04-21 | Iman Ahmadianfar, Ali Asghar Heidari, Amir H. Gandomi et al. |
| 4 | 1,118 | 19.7 | Snake Optimizer: A novel meta-heuristic optimization algorithm | Knowledge-Based Systems | 2022-02-08 | Fatma A. Hashim, Abdelazim G. Hussien |
| 5 | 630 | 18.3 | Crested Porcupine Optimizer: A new nature-inspired metaheuristic | Knowledge-Based Systems | 2023-12-22 | Mohamed Abdel‐Basset, Reda Mohamed, Mohamed Abouhawwash |
Cite this page
Scholar4AI. (2026). Papers on “convergence rate”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/convergence-rate
@misc{scholar4ai-keywords-convergence-rate,
author = {{Scholar4AI}},
title = {Papers on “convergence rate”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/convergence-rate}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}