A metaheuristic causal discovery method in directed acyclic graphs space.
Xiaohan LiuXiaoguang GaoZidong WangXinxin RuQingfu ZhangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- metaheuristic
- directed acyclic graph
- causal discovery
- combinatorial optimization
- cost function
- prior knowledge
- probabilistic model
- optimization problems
- hybrid metaheuristic
- learning algorithm
- markov blanket
- evolutionary algorithm
- dynamic programming
- sensitivity analysis
- machine learning
- search space
- search algorithm
- reinforcement learning
- genetic algorithm