Topic · Control and Systems Engineering
Extremum Seeking Control Systems
Extremum Seeking Control Systems is a research topic within Control and Systems Engineering. Science Explorer counts 7.1k research works in it since 1951. 10.0% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on extremum seeking control, a method for optimizing the performance of dynamic systems by iteratively adjusting control inputs to seek the extremum of a cost function. The papers cover various aspects such as stability analysis, adaptive control, stochastic optimization, and applications in fields like wind energy, bioreactors, and autonomous vehicles.
- Extremum Seeking
- Nonlinear Control
- Adaptive Control
- Stochastic Optimization
- Dynamic Systems
- Feedback Control
- Parameter Estimation
- Real-time Optimization
- Multivariable Control
- Source Seeking
- Research works
- 7.1k fractional, since 1951
- In the world top 10%
- 709 per year above
- Top-10% rate
- 10.0% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- -2% the tick is no change
- Largest producer
China
44% of the 10 largest, 2022-now
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