[HTML][HTML] The Finite-Time Turnpike Property in Machine Learning

M Gugat - Machines, 2024 - mdpi.com
The finite-time turnpike property describes the situation in an optimal control problem where
an optimal trajectory reaches the desired state before the end of the time interval and …

Neural network representation of time integrators

R Löhner, H Antil - International Journal for Numerical Methods …, 2023 - Wiley Online Library
Deep neural network (DNN) architectures are constructed that are the exact equivalent of
explicit Runge–Kutta schemes for numerical time integration. The network weights and …

[引用][C] The Finite-Time Turnpike Property in Machine Learning. Machines 2024, 12, 705

M Gugat - 2024