Combining neural computation and genetic programming for observational causality detection and causal modelling.
Andrea MurariRiccardo RossiMichela GelfusaPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- genetic programming
- neural computation
- causal inference
- causal reasoning
- computational intelligence
- fitness function
- causal relationships
- observational data
- causal models
- evolutionary computation
- causal relations
- qualitative models
- symbolic regression
- evolutionary algorithm
- grammar guided genetic programming
- gene expression programming
- detection algorithm
- directed acyclic graph
- causal knowledge
- genetic algorithm
- experimental data
- causal discovery
- abductive reasoning
- multi objective
- decision making
- financial forecasting
- indirect effects
- artificial intelligence
- causal links