Polynomial approximation methods for solving Hamilton-Jacobi-Bellman PDEs in nonlinear model reduction.

Many physical applications involve modeling the state of complicated system as a high-dimensional system of ordinary differential equations (ODEs). These finite dimensional models of dynamical systems appear in many applications, including the control of multi-agent systems, mechanical systems, and systems of electrical signals. The high…