# Extremum Seeking Control Systems

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/extremum-seeking-control-systems/

## Facts

| Field | Value |
| --- | --- |
| Citations | 74,336 |
| Description | 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. |
| Domain | Physical Sciences |
| Field | Engineering |
| OpenAlex ID | https://openalex.org/T14083 |
| Works | 7,177 |

## Topic papers all

- [Adaptation strategies for real-time optimization](https://scholariq.org/papers/adaptation-strategies-for-real-time-optimization/)
- [Convex Lyapunov functions for stability analysis of fractional order systems](https://scholariq.org/papers/convex-lyapunov-functions-for-stability-analysis-of-fractional-order-systems/)
- [Recent Approach of Forensic-Based Investigation Algorithm for Optimizing Fractional Order PID-Based MPPT With Proton Exchange Membrane Fuel Cell](https://scholariq.org/papers/recent-approach-of-forensic-based-investigation-algorithm-for-optimizing/)
- [Impulse invariance-based method for the computation of fractional integral of order](https://scholariq.org/papers/impulse-invariance-based-method-for-the-computation-of-fractional-integral-of/)
- [PID Controller Auto Tuning using ASBO Technique](https://scholariq.org/papers/pid-controller-auto-tuning-using-asbo-technique/)

## Topic researchers

Showing 12 of 20.

- [Jinde Cao](https://scholariq.org/researchers/jinde-cao/)
- [Frank L. Lewis](https://scholariq.org/researchers/frank-l-lewis/)
- [Manfred Morari](https://scholariq.org/researchers/manfred-morari/)
- [Miroslav Krstić](https://scholariq.org/researchers/miroslav-krstic/)
- [Shankar Sastry](https://scholariq.org/researchers/shankar-sastry/)
- [Xinghuo Yu](https://scholariq.org/researchers/xinghuo-yu/)
- [Lennart Ljung](https://scholariq.org/researchers/lennart-ljung/)
- [R. E. Kalman](https://scholariq.org/researchers/r-e-kalman/)
- [Ju H. Park](https://scholariq.org/researchers/ju-h-park/)
- [YangQuan Chen](https://scholariq.org/researchers/yangquan-chen/)
- [Karl Johan Åström](https://scholariq.org/researchers/karl-johan-astrom/)
- [P.V. Kokotović](https://scholariq.org/researchers/p-v-kokotovic/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.