A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks.
Manuel Martínez-MoralesRamiro Garza-DomínguezNicandro Cruz-RamírezAlejandro Guerra-HernándezJosé Luis Jiménez-AndradePublished in: ENC (2004)
Keyphrases
- fuzzy logic
- bayesian networks
- expert knowledge
- computational intelligence
- neural network
- decision making
- expert systems
- intelligent control
- fuzzy sets
- genetic algorithm
- soft computing
- learning bayesian networks
- probabilistic model
- control system
- probabilistic inference
- random variables
- conditional independence
- evolutionary computation
- membership functions
- probability distribution
- utility theory
- graphical models
- neural networks and genetic algorithms
- artificial intelligence
- probabilistic reasoning
- fuzzy set theory
- fuzzy rules
- back propagation
- inference in bayesian networks
- structure learning
- conditional probabilities
- bayesian network structure
- fuzzy control
- incomplete data
- special case
- hidden variables
- probabilistic modeling
- rule base
- rough sets
- fuzzy logic control
- bayesian network learning