Amin Nassaji

Approximate Dynamic Optimization via Deep Neural Operators

Amin Nassaji, Ilias Mitrai, Prodromos Daoutidis

This paper addresses the solution of nonlinear dynamic optimization problems that compute optimal manipulated input profiles to enforce desired output profiles. Such trajectory optimization problems commonly arise in chemical process applications, for example, batch processes whe…Read more