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heuris[w85,jmc] Heuristics in logic
The object is to use a general logical problem solver as a heuristic
engine by expressing the specific heuristics as logical formulas.
The key to this is the predicate better(s1,s2) which is coupled
with attainable(s1,s2). The problem solver attempts to find
a situation attainable from the present situation that is better
than the present situation. It is also guided by a predicate
distance(s1,s2) so it can look for the closest attainable
situation that is better, i.e. we want it to do breadth first
search. Remark: depth first search is ok provided we have a
guarantee that unsuccessful branches will cut off promptly.
If we use the db(p,s) pseudo-STRIPS formalism, the distance
function can be somewhat intensional.