Advanced Algorithms and Applications
Advanced Algorithms and Applications is a research topic within Control and Systems Engineering. Science Explorer counts 70k research works in it since 1952. 3.3% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of control systems, neural networks, and advanced algorithms in various domains such as industrial processes, environmental monitoring, networked manufacturing, and robotic systems. The research spans topics like PID control, support vector machines, fuzzy logic, genetic algorithms, wireless sensor networks, remote sensing, and Internet of Things.
- Neural Networks
- PID Control
- Support Vector Machines
- Fuzzy Logic
- Genetic Algorithm
- Wireless Sensor Networks
- Remote Sensing
- Internet of Things
- LabVIEW
- Robotics
- Research works
- 70k fractional, since 1952
- In the world top 10%
- 2.3k per year above
- Top-10% rate
- 3.3% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- -62% the tick is no change
Which countries lead Advanced Algorithms and Applications research?
By volume, China and India publish the most (5.1k and 387 works in 2022–2025).
By volume, 2022–2025
- 1 China 5.1k works
- 2 India 387 works
- 3 United States 163 works
- 4 ?? 117 works
- 5 Indonesia 108 works
- 6 Japan 96 works
- 7 South Korea 58 works
- 8 Malaysia 57 works
- 9 Iraq 56 works
- 10 Russia 53 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Advanced Algorithms and Applications research?
By volume in 2022–2025, China Southern Power Grid (China) publishes the most Advanced Algorithms and Applications research, followed by State Grid Corporation of China (China) and Shanghai Electric (China).
By volume, 2022–2025
- 1 China Southern Power Grid (China)China 78 works
- 2 State Grid Corporation of China (China)China 74 works
- 3 Shanghai Electric (China)China 58 works
- 4 North China Electric Power UniversityChina 56 works
- 5 Harbin Institute of TechnologyChina 52 works
- 6 Harbin Engineering UniversityChina 51 works
- 7 Wuhan University of TechnologyChina 49 works
- 8 Beijing Institute of TechnologyChina 45 works
- 9 Northwestern Polytechnical UniversityChina 42 works
- 10 Northeastern UniversityChina 41 works
Who are the leading researchers in Advanced Algorithms and Applications?
The most-cited researchers publishing on Advanced Algorithms and Applications include Li Fei-Fei, Rui Zhang and Witold Pedrycz.
- 1 Li Fei-Fei United States 17k citations
- 2 Rui Zhang Singapore 6k citations
- 3 Witold Pedrycz Canada 5.4k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Algorithms and Applications research done?
The largest centres of Advanced Algorithms and Applications research in 2022–2025 are Beijing (China), Shanghai (China), Xi'an (China) and Nanjing (China). Among places with at least 20 works in it, it is an unusually large share of all research in Wuhu and Jilin City.
Largest cities, 2022–2025
Where it is the local speciality
- WuhuCN · 31.8 works10×
- Jilin CityCN · 21.9 works10×
Location quotient: how much more of its research is in Advanced Algorithms and Applications than the world average.
Where is the best place to study Advanced Algorithms and Applications?
Among universities, judged by research, Dalian Maritime University, Liaoning University of Technology and Shandong University of Science and Technology score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Dalian Maritime UniversityChina | 62.7 | 18.4% | 12.3× | 30 | -65.0% |
| 2 | Liaoning University of TechnologyChina | 57.4 | 24.2% | 20.1× | 10 | -89.7% |
| 3 | Shandong University of Science and TechnologyChina | 55.8 | 11.1% | 11.2× | 36 | -81.5% |
| 4 | Jiangsu UniversityChina | 55.3 | 14.6% | 7.3× | 36 | -80.9% |
| 5 | Civil Aviation University of ChinaChina | 53.2 | 19.9% | 10.8× | 10 | -76.5% |
| 6 | Harbin Engineering UniversityChina | 52.6 | 6.2% | 14.7× | 51 | -79.5% |
| 7 | Xidian UniversityChina | 52.3 | 13.9% | 7.2× | 35 | -84.7% |
| 8 | Jiangxi University of Science and TechnologyChina | 51.4 | 14.4% | 12.8× | 16 | -82.7% |
| 9 | Anhui UniversityChina | 51.2 | 9.6% | 9.6× | 29 | -76.9% |
| 10 | North China Electric Power UniversityChina | 51.1 | 4.9% | 12.7× | 56 | -72.1% |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Advanced Algorithms and Applications research growing?
Output in 2018–2022 was 62% lower than in 2013–2017, peaking in 2010.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.