Nonlinear adaptive control

Nonlinear adaptive control is a method used to manage complex systems that change over time and don't follow straightforward rules. It adjusts its control strategies in real-time, learning from the system's behavior to maintain desired performance. This approach is particularly useful when system dynamics are uncertain or variable, allowing the controller to adapt to these changes automatically. Essentially, it combines ongoing learning with flexible control to ensure stable and efficient operation of complex, unpredictable systems.