Combining Geometric Semantic GP with Gradient-Descent Optimization.
Gloria PietropolliLuca ManzoniAlessia PaolettiMauro CastelliPublished in: EuroGP (2022)
Keyphrases
- genetic programming
- cost function
- optimization problems
- natural language
- optimization algorithm
- global optimization
- optimization method
- machine learning
- error function
- regression problems
- constrained optimization
- semantic network
- semantic information
- domain specific
- objective function
- learning algorithm
- loss function
- least squares
- low level
- semantic similarity
- web services
- semantic features
- learning rules
- optimization model
- geometric information
- semantic knowledge
- neural network
- discrete optimization