% File : /usr/lib/prolog/search/breadth_first % Author : R.A.O'Keefe % Updated: 21 December 1983 % Purpose: define a schema for breadth first search % This schema has four parameters: % starting_position(Start) % binds Start to the first position to try % solution(Position) % tests whether a Position is a solution or not % operator_applies(Operator, OldPosition, NewPosition) % enumerates all the operators which apply to the % OldPosition, and also gives the NewPosition which % results from that operator application. % equivalent(Pos1, Pos2) % tests whether the two positions are essentially % the same. The idea is that we will only look at % a position once. % breadth_first_search(Position, OperatorList) % returns the first solution it can find, and the list of % Operators which produced it: [O1,...,On] means that % applying O1 to the start position, then O2, then ... and % finally On produces Position. There can be no shorter % solution than this, though there may be other solutions % of the same length. breadth_first_search(Position, History) :- starting_position(Start), breadth_first_search([Start-[]], [Start], Position, History). breadth_first_search([Position-OpList|Rest], Seen, Position, OpList) :- solution(Position), !. % assuming you want only one breadth_first_search([Position-OpList|Rest], Seen, Answer, History) :- findall(Operator, new_position(Operator, Position, Seen), Ops), fill_out(Ops, Position, OpList, Seen, NewSeen, Descendants), append(Rest, Descendants, NewRest), !, breadth_first_search(NewRest, NewSeen, Answer, History). new_position(Operator, Position, Seen) :- operator_applies(Operator, Position, NewPos), \+ ( member(OldPos, Seen), equivalent(OldPos, NewPos) ). fill_out([], _, _, Seen, Seen, []) :- !. fill_out([Op|Ops], Position, OpList, Seen, NewSeen, [NewPos-[Op|OpList]|New]) :- operator_applies(Op, Position, NewPos), !, fill_out(Ops, Position, OpList, [NewPos|Seen], NewSeen, New).