Adopting Bayesian network parameters on-line in a dynamic environment

摘要

A method for adapting a Bayesian network 52 includes determining a set of parameters for the Bayesian network 52, for example, initial parameters, and then updating the parameters in response to a set of observation data 54 using an adaptive learning rate. The adaptive learning rate responds to any changes in the underlying modeled environment 50 using minimal observation data.