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										 |  |  | ! Copyright (C) 2010 Samuel Tardieu. | 
					
						
							|  |  |  | ! See http://factorcode.org/license.txt for BSD license. | 
					
						
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										 |  |  | USING: accessors assocs hash-sets heaps kernel math sequences sets shuffle ;
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										 |  |  | IN: path-finding | 
					
						
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							|  |  |  | ! This implements the A* algorithm. See http://en.wikipedia.org/wiki/A* | 
					
						
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										 |  |  | TUPLE: astar g in-closed-set ;
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							|  |  |  | GENERIC: cost ( from to astar -- n )
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							|  |  |  | GENERIC: heuristic ( from to astar -- n )
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							|  |  |  | GENERIC: neighbours ( node astar -- seq )
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										 |  |  | <PRIVATE
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										 |  |  | TUPLE: (astar) astar goal origin in-open-set open-set ;
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							|  |  |  | : (add-to-open-set) ( h node astar -- )
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							|  |  |  |     2dup in-open-set>> at* [ over open-set>> heap-delete ] [ drop ] if
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							|  |  |  |     [ swapd open-set>> heap-push* ] [ in-open-set>> set-at ] 2bi ;
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							|  |  |  | : add-to-open-set ( node astar -- )
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										 |  |  |     [ astar>> g>> at ] 2keep
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							|  |  |  |     [ [ goal>> ] [ astar>> heuristic ] bi + ] 2keep
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										 |  |  |     (add-to-open-set) ;
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							|  |  |  | : ?add-to-open-set ( node astar -- )
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										 |  |  |     2dup astar>> in-closed-set>> in? [ 2drop ] [ add-to-open-set ] if ;
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							|  |  |  | : move-to-closed-set ( node astar -- )
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										 |  |  |     [ astar>> in-closed-set>> adjoin ] [ in-open-set>> delete-at ] 2bi ;
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							|  |  |  | : get-first ( astar -- node )
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							|  |  |  |     [ open-set>> heap-pop drop dup ] [ move-to-closed-set ] bi ;
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							|  |  |  | : set-g ( origin g node astar -- )
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										 |  |  |     [ [ origin>> set-at ] [ astar>> g>> set-at ] bi-curry bi-curry bi* ] [ ?add-to-open-set ] 2bi ;
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							|  |  |  | : cost-through ( origin node astar -- cost )
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										 |  |  |     [ astar>> cost ] [ nip astar>> g>> at ] 3bi + ;
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							|  |  |  | : ?set-g ( origin node astar -- )
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							|  |  |  |     [ cost-through ] 3keep [ swap ] 2dip
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										 |  |  |     3dup astar>> g>> at [ 1/0. ] unless* >= [ 4drop ] [ set-g ] if ;
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							|  |  |  | : build-path ( target astar -- path )
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							|  |  |  |     [ over ] [ over [ [ origin>> at ] keep ] dip ] produce 2nip reverse ;
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							|  |  |  | : handle ( node astar -- )
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										 |  |  |     dupd [ astar>> neighbours ] keep [ ?set-g ] curry with each ;
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							|  |  |  | : (find-path) ( astar -- path/f )
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							|  |  |  |     dup open-set>> heap-empty? [ | 
					
						
							|  |  |  |         drop f
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							|  |  |  |     ] [ | 
					
						
							|  |  |  |         [ get-first ] keep 2dup goal>> = [ build-path ] [ [ handle ] [ (find-path) ] bi ] if
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							|  |  |  |     ] if ;
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							|  |  |  | : (init) ( from to astar -- )
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							|  |  |  |     swap >>goal | 
					
						
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										 |  |  |     H{ } clone over astar>> g<< | 
					
						
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										 |  |  |     HS{ } clone over astar>> in-closed-set<< | 
					
						
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										 |  |  |     H{ } clone >>origin | 
					
						
							|  |  |  |     H{ } clone >>in-open-set | 
					
						
							|  |  |  |     <min-heap> >>open-set | 
					
						
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										 |  |  |     [ 0 ] 2dip [ (add-to-open-set) ] [ astar>> g>> set-at ] 3bi ;
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							|  |  |  | TUPLE: astar-simple < astar cost heuristic neighbours ;
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							|  |  |  | M: astar-simple cost cost>> call( n1 n2 -- c ) ;
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							|  |  |  | M: astar-simple heuristic heuristic>> call( n1 n2 -- c ) ;
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							|  |  |  | M: astar-simple neighbours neighbours>> call( n -- neighbours ) ;
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										 |  |  | TUPLE: bfs < astar neighbours ;
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							|  |  |  | M: bfs cost 3drop 1 ;
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							|  |  |  | M: bfs heuristic 3drop 0 ;
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							|  |  |  | M: bfs neighbours neighbours>> at ;
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										 |  |  | TUPLE: dijkstra < astar costs ;
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							|  |  |  | M: dijkstra cost costs>> swapd at at ;
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							|  |  |  | M: dijkstra heuristic 3drop 0 ;
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							|  |  |  | M: dijkstra neighbours costs>> at keys ;
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										 |  |  | PRIVATE>
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							|  |  |  | : find-path ( start target astar -- path/f )
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										 |  |  |     (astar) new [ astar<< ] keep [ (init) ] [ (find-path) ] bi ;
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							|  |  |  | : <astar> ( neighbours cost heuristic -- astar )
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										 |  |  |     astar-simple new swap >>heuristic swap >>cost swap >>neighbours ;
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							|  |  |  | : considered ( astar -- considered )
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										 |  |  |     in-closed-set>> members ;
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							|  |  |  | : <bfs> ( neighbours -- astar )
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							|  |  |  |     [ bfs new ] dip >>neighbours ;
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							|  |  |  | : <dijkstra> ( costs -- astar )
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							|  |  |  |     [ dijkstra new ] dip >>costs ;
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