最小移动次数

时间:2015-07-02 02:44:30

标签: prolog artificial-intelligence

在此页面http://cseweb.ucsd.edu/classes/fa09/cse130/misc/prolog/goat_etc.html 它演示了如何解决流行的狼,山羊和白菜拼图。

change(e,w).
change(w,e).

move([X,   X,Goat,Cabbage],   wolf,[Y,   Y,Goat,Cabbage]) :- change(X,Y).
move([X,Wolf,   X,Cabbage],   goat,[Y,Wolf,   Y,Cabbage]) :- change(X,Y).
move([X,Wolf,Goat,      X],cabbage,[Y,Wolf,Goat,      Y]) :- change(X,Y).
move([X,Wolf,Goat,Cabbage],nothing,[Y,Wolf,Goat,Cabbage]) :- change(X,Y).

oneEq(X,X,_).
oneEq(X,_,X).

safe([Man,Wolf,Goat,Cabbage]) :-
    oneEq(Man,Goat,   Wolf),
    oneEq(Man,Goat,Cabbage).

solution([e,e,e,e],[]).
solution(Config,[FirstMove|OtherMoves]) :-     
    move(Config,FirstMove,NextConfig),     
    safe(NextConfig),                     
    solution(NextConfig,OtherMoves).

但是为了找到这个程序的实际解决方案,有必要指定所需的确切移动次数,如下所示:

?- length(X,7), solution([w,w,w,w],X).
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, wolf, goat, cabbage, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
X = [goat, nothing, cabbage, goat, wolf, nothing, goat] ;
false.

是否有标准方法可以找到最小移动解决方案,而无需在上述程序中指定移动次数?

2 个答案:

答案 0 :(得分:2)

length / 2具有生成能力,然后只是避免指定值:

?- length(X,_),solution([w,w,w,w],X).

答案 1 :(得分:2)

我们知道有一定数量的解决方案具有相同的最小步数,我们将密切关注实现通用终止。

minlen_solution(Xs,S) :-
   (   setof(t,solution([w,w,w,w],Xs),_)   % eliminate redundant answers
   *-> Xs = S
   ;   minlen_solution([_|Xs],S)           % no solution? try bigger length
   ).

minlen_solution/2使用(*->)/2,称为" soft cut",以提交最小解决方案长度。

关于便携性的说明:

  • 在SWI-Prolog中,构造的格式为(*->)/2
  • SICStus Prolog使用谓词if/3提供此功能。 有关详细信息,请here

示例查询:

?- minlen_solution([],Xs).
  Xs = [goat,nothing,cabbage,goat,   wolf,nothing,goat]
; Xs = [goat,nothing,   wolf,goat,cabbage,nothing,goat].

如果我们想找到长度大于或等于8的所有解决方案,我们 可以这样做:

?- length(Xs,8), solution([w,w,w,w],Xs).   % try length = 8
false.                                     % no solutions!

?- length(Xs,9), solution([w,w,w,w],Xs).   % try length = 9
...

但是,我们仍然必须承诺最小长度。

使用minlen_solutions/2我们可以直接指定解决方案列表长度的下限,如下所示:

?- length(Xs,8),minlen_solution(Xs,S).
  S = [goat,   goat,   goat,nothing,cabbage,   goat,   wolf,nothing,goat]
; S = [goat,   goat,   goat,nothing,   wolf,   goat,cabbage,nothing,goat] 
; S = [goat,nothing,cabbage,cabbage,cabbage,   goat,   wolf,nothing,goat]
; S = [goat,nothing,cabbage,cabbage,   wolf,   goat,cabbage,nothing,goat]
; S = [goat,nothing,cabbage,   goat,   goat,   goat,   wolf,nothing,goat]
; S = [goat,nothing,cabbage,   goat,   wolf,cabbage,cabbage,nothing,goat]
; S = [goat,nothing,cabbage,   goat,   wolf,nothing,   goat,   goat,goat]
; S = [goat,nothing,cabbage,   goat,   wolf,nothing,nothing,nothing,goat]
; S = [goat,nothing,cabbage,   goat,   wolf,   wolf,   wolf,nothing,goat]
; S = [goat,nothing,nothing,nothing,cabbage,   goat,   wolf,nothing,goat]
; S = [goat,nothing,nothing,nothing,   wolf,   goat,cabbage,nothing,goat]
; S = [goat,nothing,   wolf,   goat,cabbage,cabbage,cabbage,nothing,goat]
; S = [goat,nothing,   wolf,   goat,cabbage,nothing,   goat,   goat,goat]
; S = [goat,nothing,   wolf,   goat,cabbage,nothing,nothing,nothing,goat]
; S = [goat,nothing,   wolf,   goat,cabbage,   wolf,   wolf,nothing,goat]
; S = [goat,nothing,   wolf,   goat,   goat,   goat,cabbage,nothing,goat]
; S = [goat,nothing,   wolf,   wolf,cabbage,   goat,   wolf,nothing,goat]
; S = [goat,nothing,   wolf,   wolf,   wolf,   goat,cabbage,nothing,goat].

为了便于阅读,上面仅显示S的答案替换。

请注意,所有使用minlen_solution/2的查询都会被终止。