Weight initialization algorithm for physics-informed neural networks using finite differences.
Homayoon TarbiyatiBehzad Nemati SarayPublished in: Eng. Comput. (2024)
Keyphrases
- neural network
- k means
- detection algorithm
- high accuracy
- worst case
- preprocessing
- experimental evaluation
- training algorithm
- computational cost
- dynamic programming
- search space
- learning algorithm
- input data
- improved algorithm
- segmentation algorithm
- theoretical analysis
- simulated annealing
- objective function
- computational complexity
- cost function
- similarity measure
- data sets
- evolutionary algorithm
- particle swarm optimization
- computationally efficient
- lower bound
- np hard
- artificial intelligence
- times faster
- significant improvement
- hopfield neural network
- automatic initialization