A hybrid genetic algorithm for Bayesian network optimization.
Jiaqi ZhaoHongzhe XuWen LiPublished in: ICSAI (2014)
Keyphrases
- optimal solution
- bayesian networks
- objective function
- optimization algorithm
- optimization problems
- graphical models
- constrained optimization
- probabilistic inference
- global optimization
- hybrid genetic algorithm
- probabilistic model
- search space
- structural learning
- parameter learning
- decision making
- evolution strategy
- conditional independence
- causal relationships
- optimization process
- traveling salesman problem
- optimization method
- multi objective