Browsing by Subject "Constraints"
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Item Integrating Probability Constraints into Bayesian Nets(IOS Press, 2010-11-30) Peng, Yun; Zhang, ShenyongThis paper presents a formal convergence proof for EIPFP, an algorithm that integrates low dimensional probabilistic constraints into a Bayesian network (BN) based on the mathematical procedure IPFP. It also extends E-IPFP to deal with constraints that are inconsistent with each other or with the BN structure.