A Genetic Algorithm for Causal Discovery Based on Structural Causal Model.
Zhengyin ChenKun LiuWenpin JiaoPublished in: CICAI (3) (2022)
Keyphrases
- causal discovery
- causal models
- genetic algorithm
- structural model
- causal structure
- causal relationships
- causal relations
- directed acyclic graph
- conditional independence
- causal graph
- discovery process
- structural equation models
- markov blanket
- causal inference
- observational data
- linear non gaussian
- physical systems
- knowledge discovery
- causal ordering
- bayesian networks