Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems.
Daniel M. DiPietroBo ZhuPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- symbolic regression
- genetic programming
- differential equations
- nonlinear dynamical systems
- evolutionary computation
- gene expression programming
- software package
- phase space
- state space
- parameter optimization
- agent environment
- fitness function
- regression problems
- qualitative differential equations
- predictive state representations
- qualitative simulation
- open source
- genetic algorithm
- evolutionary algorithm
- search space
- objective function
- feature selection
- neural network