Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network.
Carlos Hugo López-CaraballoJuan A. LazzúsIgnacio SalfatePedro RojasMarco RiveraLuis Palma-ChillaPublished in: CoRR (2015)
Keyphrases
- dynamical systems
- neural network
- prediction model
- nonlinear dynamical systems
- past observations
- dynamic systems
- differential equations
- phase space
- nonlinear dynamics
- state space
- artificial neural networks
- particle swarm optimization
- multi layer perceptron
- dynamical behavior
- back propagation
- genetic algorithm
- discrete event
- control law
- linear systems
- lyapunov exponents
- linear quadratic
- pso algorithm
- search space
- reinforcement learning