Solving flows of dynamical systems by deep neural networks and a novel deep learning algorithm.
Guangyuan LiaoLimin ZhangPublished in: Math. Comput. Simul. (2022)
Keyphrases
- dynamical systems
- neural network
- learning algorithm
- back propagation
- differential equations
- qualitative simulation
- linear systems
- nonlinear dynamics
- dynamic systems
- machine learning
- nonlinear dynamical systems
- agent environment
- control theory
- state space
- reinforcement learning
- search algorithm
- dynamical models
- training data
- past observations