MI and MR as combinatorial optimization
MI
- Variables V : transitions taken by each component
- Feasibility f : consistency of resulting state with observations
- Cost c : derived from transition probabilities
MR
- Variables V : control variables of the system
- Feasibility f : the resulting state must entail the goal
- Cost c : derived from cost of control actions