1. A system for adaptive generation of problem determination decision procedures, comprising: a monitoring module operable to identify changes to system states, to one or more values of the system states, and one or more actions associated with the system states; a universal representation module operable to store available knowledge associated with the system states, the one or more actions, and probabilities associated with occurrence of the system states; a problem identification to solution mapper module operable to provide a nearly optimal order of interrogating for said one or more values of the system states and further operable to suggest an associated action; a problem resolution log monitor module operable to monitor logs of the system states and associated actions; and a change to update controller operable to receive monitoring information from the monitoring module and the problem resolution log monitor and determine whether the available knowledge associated with the system states, the one or more actions, and the probabilities associated with the system states stored by the universal representation module needs updating.