Learning the Nonlinear Solitary Wave Solution of the Korteweg-De Vries Equation with Novel Neural Network Algorithm.
Ying WenTemuer ChaoluPublished in: Entropy (2023)
Keyphrases
- learning algorithm
- neural network
- mathematical model
- weight update
- np hard
- incremental learning
- detection algorithm
- numerical integration
- nonlinear equations
- optimal solution
- objective function
- learning phase
- iterative algorithms
- hamilton jacobi
- dynamic programming
- search space
- reinforcement learning
- integral equation
- feedforward neural networks
- learning rules
- neural nets
- wave equation
- convergence rate
- k means
- cost function
- particle swarm optimization
- expectation maximization
- computational complexity
- learning process
- probabilistic model
- supervised learning
- simulated annealing
- radial basis function
- linear systems
- optimization algorithm
- training algorithm
- bayesian networks
- solution quality
- closed form
- optimization method