Construction of Simulati on or Probabiistic Inference in nertainand naic Netwvors Basedon Bayesia Networks
Jianguo Ding, Ningkang Jiang, Xiaoyong Lit, Franco Davoli · 2006
Bayesian networks havebeenusedwidely inmod- elling complexnetworksystems. Probabilistic inferences are normalrequirements incontrol andmanagement ofnetworks, particularly inmodelling diagnosis systems forlarge andcomplex networks inprobabilistic anddynamicenvironments. Thispaper provides a randomsimulation mechanismtoconstruct the simulation inBayesian networks forprobabilistic inference, so thatthesimulation inBayesian netviorks isclose toreallilfe networks andfurther theintelligent decision inmanagement of networks canbeobtained. I.INTRODUCTION