A terminating action on state space takes a state-before to a state-after and so is modeled as a relation on . If the action is deterministic then for each state-before there is only one state-after and so the relation is a function.
Let be an entropy structure. An action on is entropy decreasing iff is contained in the converse of
In other words, whenever the action can change the state of the system from an initial state to a final state, the final state must be smaller (in the given order). We refer to such an action more briefly and informally as good.
Action is entropy increasing iff it intersects
In other words, it is possible to start the action in some state such that leaves the system in a larger state (in the given order). We refer to such an action informally as evil.
Finally, leaves entropy invariant iff it is contained in
In other words, action always leaves the system in an equivalent state (from the viewpoint of the given order). Such an action we refer to as benign.
The asymmetry between the definitions of entropy increasing and entropy decreasing reflects the intuition that one 'bad' instance is enough for an action to be judged 'evil'; but that to be judged 'good' all of its instances must be 'good'.
For two actions and on we say that is more evil than iff from any given state, results in a state with higher entropy than does :