Integrating integer programming and probabilistic deduction graphs for probabilistic reasoning.
Han-Lin LiChao-Chih YangPublished in: J. Syst. Integr. (1991)
Keyphrases
- probabilistic reasoning
- integer programming
- bayesian networks
- probabilistic logic
- reasoning under uncertainty
- first order logic
- np hard
- belief networks
- probabilistic inference
- constraint satisfaction
- linear programming
- probabilistic knowledge
- constraint programming
- column generation
- knowledge representation
- logic programming
- cutting plane
- inference rules
- qualitative probabilistic networks
- cutting plane algorithm
- integer program
- neural network
- markov logic networks
- machine learning
- markov networks
- np complete
- graphical models
- probabilistic networks
- special case
- expert systems
- knowledge base
- set partitioning