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yap-6.3/Logtalk/examples/searching/hill_climbing1.lgt
pmoura 75392e54c7 Logtalk 2.15.0 release files.
git-svn-id: https://yap.svn.sf.net/svnroot/yap/trunk@757 b08c6af1-5177-4d33-ba66-4b1c6b8b522a
2003-02-05 00:15:28 +00:00

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:- object(hill_climbing(Threshold),
instantiates(heuristic_search(Threshold))).
:- info([
version is 1.0,
author is 'Paulo Moura',
date is 1998/3/23,
comment is 'Hill climbing heuristic state space search strategy.',
parnames is ['Threshold']]).
:- uses(list).
:- private(hill/7).
search(Space, State, Threshold, Solution, Cost) :-
hill(Space, State, Threshold, [], Path, 0, Cost),
list::reverse(Path, Solution).
hill(Space, State, _, Path, [State| Path], Cost, Cost) :-
Space::goal_state(State).
hill(Space, State, Threshold, Path, Solution, SoFar, Total) :-
findall(
(Estimate, Cost, Next),
(Space::next_state(State, Next, Cost),
\+ list::member(Next, [State| Path]),
Space::heuristic(Next, Guess),
Estimate is Guess + Cost),
States),
list::sort(States, SortedStates),
list::member((_, Cost2, Next2), SortedStates),
SoFar2 is SoFar + Cost2,
SoFar2 =< Threshold,
hill(Space, Next2, Threshold, [State| Path], Solution, SoFar2, Total).
:- end_object.