Supplied an issue and also a set of premises, trouble-solving decreases to searching for just a evidence tree whose root node is labelled by a solution of the situation and whose leaf nodes are labelled by premises or axioms. In the case of Horn clauses, problem-solving search can be carried out by reasoning forwards from the premises or backwards