A method for feedback control of cooperative problem solving for real-time applications in complex systems utilizes solvers parameterized by control variables. The first common layer includes first and second regions. Upon receipt of an indication that a clinician desires to administer the identified medication to a patient, the patient’s electronic medical record is searched to determine if a result for any associated discrete task assays has been documented within a predefined time frame.