Stochastic adaptive control

Stochastic adaptive control is a method used in managing systems that are uncertain or changing over time, where the system's behavior includes randomness or noise. It automatically adjusts its control strategies based on ongoing observations, learning and refining its responses to maintain desired performance. Think of it as a smart thermostat that not only reacts to temperature changes but also learns patterns over time and adapts to ensure consistent comfort despite unpredictable factors like outdoor weather or building imperfections. This approach helps systems function reliably even when conditions are uncertain or variable.