Derivation from first principles of belief values generated in networks by message passing
W. Amsbury, Patrick R. Harrison · 1989
Some basic assumptions about the propagation of belief in the normal mode operation of system components in an arithmetic network are identified. They lead naturally to a message passing paradigm that propagates local computations throughout the system, and they are applicable to the quantification of reasoning in the presence of uncertainty in other contexts.