Data-driven control represents a paradigm shift in the design and implementation of controllers for both linear and nonlinear systems. Eschewing traditional reliance on first‐principles models ...

Apply feedback control laws to stabilize systems and achieve performance goals. Control systems are ubiquitous among many science and engineering disciplines. Learn topics in modeling, analysis, ...

This paper develops an asymptotic theory for estimated change-points in linear and nonlinear time series models. Based on a measurable objective function, it is shown that the estimated change-point ...

Nonlinear systems come in all shapes and sizes. Linear dynamics is a useful abstraction, but if you look long enough at any real system you consider linear, you will discover nonlinearities. It ...

For non-linear systems, reacting to new data and adjusting accordingly is much easier, but an accurate forecast can still be challenging. This is mainly due to the fact that many non-linear systems do ...

Two teams found different ways for quantum computers to process nonlinear systems by first disguising them as linear ones.

Valve-controlled asymmetric cylinder is widely used in servo loading system. As a kind of typical electro-hydraulic servo system (EHSS), it inherently has the characteristics such as high order ...

However, if we linearize a nonlinear system we can use linear-estimation methods to estimate the states. In order to linearize a nonlinear system, we'll use a mathematical tool called Taylor series ...