2010-07-14 12:09:57 -04:00
										 
									 
								 
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								! Copyright (c) 2007-2010 Slava Pestov, Doug Coleman, Aaron Schaefer, John Benediktsson.
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								! See http://factorcode.org/license.txt for BSD license.
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											2010-07-26 11:12:36 -04:00
										 
									 
								 
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											2012-04-23 11:29:20 -04:00
										 
									 
								 
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								USING: accessors arrays assocs binary-search classes.tuple fry
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								kernel locals math math.order math.ranges memoize namespaces
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								sequences sequences.private sorting ;
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								FROM: sequences => change-nth ;
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											2007-09-20 18:09:08 -04:00
										 
									 
								 
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								IN: math.combinatorics
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								<PRIVATE
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								: possible? ( n m -- ? )
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								    0 rot between? ; inline
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								: twiddle ( n k -- n k )
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								    2dup - dupd > [ dupd - ] when ; inline
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											2007-09-20 18:09:08 -04:00
										 
									 
								 
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								PRIVATE>
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											2012-09-05 14:02:38 -04:00
										 
									 
								 
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								MEMO: factorial ( n -- n! )
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											2012-04-24 13:03:45 -04:00
										 
									 
								 
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								    dup 1 > [ [1,b] product ] [ drop 1 ] if ;
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								: nPk ( n k -- nPk )
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								    2dup possible? [ dupd - [a,b) product ] [ 2drop 0 ] if ;
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								: nCk ( n k -- nCk )
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								    twiddle [ nPk ] keep factorial /i ;
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								! Factoradic-based permutation methodology
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								<PRIVATE
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								: factoradic ( n -- factoradic )
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								    0 [ over 0 > ] [ 1 + [ /mod ] keep swap ] produce reverse! 2nip ;
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											2013-04-05 10:28:22 -04:00
										 
									 
								 
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								: bump-indices ( seq n -- )
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								    '[ dup _ >= [ 1 + ] when ] map! drop ; inline
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								: (>permutation) ( seq n index -- seq )
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								    swap [ dupd head-slice ] dip bump-indices ;
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								: >permutation ( factoradic -- permutation )
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								    reverse! dup [ (>permutation) ] each-index reverse! ;
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								: permutation-indices ( n seq -- permutation )
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								    length [ factoradic ] dip 0 pad-head >permutation ;
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								: permutation-iota ( seq -- iota )
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								    length factorial iota ; inline
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								: nths-unsafe ( indices seq -- seq' )
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								    [ [ nth-unsafe ] curry ] keep map-as ;
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								PRIVATE>
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											2010-02-18 18:31:52 -05:00
										 
									 
								 
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								: permutation ( n seq -- seq' )
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								    [ permutation-indices ] keep nths-unsafe ;
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								TUPLE: permutations length seq ;
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								: <permutations> ( seq -- permutations )
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								    [ length factorial ] keep permutations boa ;
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								M: permutations length length>> ; inline
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								M: permutations nth-unsafe seq>> permutation ;
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								M: permutations hashcode* tuple-hashcode ;
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								INSTANCE: permutations immutable-sequence
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								: each-permutation ( seq quot -- )
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								    [ [ permutation-iota ] keep ] dip
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								    '[ _ permutation @ ] each ; inline
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								: map-permutations ( seq quot -- seq' )
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								    [ [ permutation-iota ] keep ] dip
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								    '[ _ permutation @ ] map ; inline
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								: filter-permutations ( seq quot -- seq' )
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								    selector [ each-permutation ] dip ; inline
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								: all-permutations ( seq -- seq' )
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								    [ ] map-permutations ;
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								: find-permutation ( seq quot -- elt )
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								    [ dup [ permutation-iota ] keep ] dip
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								    '[ _ permutation @ ] find drop
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								    [ swap permutation ] [ drop f ] if* ; inline
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								: reduce-permutations ( seq identity quot -- result )
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								    swapd each-permutation ; inline
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								: inverse-permutation ( seq -- permutation )
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								    <enum> sort-values keys ;
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											2012-03-02 12:54:11 -05:00
										 
									 
								 
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								<PRIVATE
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								: cut-point ( seq -- n )
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								    [ last ] keep [ [ > ] keep swap ] find-last drop nip ;
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								: greater-from-last ( n seq -- i )
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								    [ nip ] [ nth ] 2bi [ > ] curry find-last drop ;
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								: reverse-tail! ( n seq -- seq )
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								    [ swap 1 + tail-slice reverse! drop ] keep ;
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								: (next-permutation) ( seq -- seq )
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								    dup cut-point [
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								        swap [ greater-from-last ] 2keep
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								        [ exchange ] [ reverse-tail! nip ] 3bi
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								    ] [ reverse! ] if* ;
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								PRIVATE>
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								: next-permutation ( seq -- seq )
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								    dup [ ] [ drop (next-permutation) ] if-empty ;
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											2013-04-06 14:43:20 -04:00
										 
									 
								 
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											2009-05-05 22:43:07 -04:00
										 
									 
								 
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								! Combinadic-based combination methodology
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								<PRIVATE
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											2012-06-01 17:07:39 -04:00
										 
									 
								 
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								! "Algorithm 515: Generation of a Vector from the Lexicographical Index"
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								! Buckles, B. P., and Lybanon, M. ACM
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								! Transactions on Mathematical Software, Vol. 3, No. 2, June 1977.
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								:: combination-indices ( x! p n -- seq )
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								    x 1 + x!
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    p 0 <array> :> c 0 :> k! 0 :> r!
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    p 1 - [| i |
							 | 
						
					
						
							| 
								
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								        i [ 0 ] [ 1 - c nth ] if-zero i c set-nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        [ k x < ] [
							 | 
						
					
						
							| 
								
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							 | 
							
							
								            i c [ 1 + ] change-nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            n i c nth - p i 1 + - nCk r!
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            k r + k!
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        ] do while k r - k!
							 | 
						
					
						
							| 
								
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							 | 
							
								
							 | 
							
							
								    ] each-integer
							 | 
						
					
						
							| 
								
							 | 
							
								
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							 | 
							
							
								    p 2 < [ 0 ] [ p 2 - c nth ] if
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    p 1 < [ drop ] [ x + k - p 1 - c set-nth ] if
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    c [ 1 - ] map! ;
							 | 
						
					
						
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							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
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								:: combinations-quot ( seq k quot -- seq quot )
							 | 
						
					
						
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							 | 
							
							
								    seq length :> n
							 | 
						
					
						
							| 
								
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								    n k nCk iota [
							 | 
						
					
						
							
								
									
										
										
										
											2013-04-06 15:43:02 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								        k n combination-indices seq nths-unsafe quot call
							 | 
						
					
						
							
								
									
										
										
										
											2012-06-01 17:07:39 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    ] ; inline
							 | 
						
					
						
							
								
									
										
										
										
											2009-11-27 23:50:06 -05:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
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											2009-05-05 22:43:07 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
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								PRIVATE>
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											2012-04-21 23:11:47 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: combination ( m seq k -- seq' )
							 | 
						
					
						
							
								
									
										
										
										
											2013-04-06 15:43:02 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    swap [ length combination-indices ] [ nths-unsafe ] bi ;
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-21 23:11:47 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
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											2012-06-01 17:07:39 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								TUPLE: combinations seq k length ;
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-23 11:29:20 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
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							 | 
							
								
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							 | 
							
							
								: <combinations> ( seq k -- combinations )
							 | 
						
					
						
							
								
									
										
										
										
											2012-06-01 17:07:39 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    2dup [ length ] [ nCk ] bi* combinations boa ;
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-23 11:29:20 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
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							 | 
						
					
						
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								M: combinations length length>> ; inline
							 | 
						
					
						
							
								
									
										
										
										
											2012-06-01 17:07:39 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								M: combinations nth-unsafe [ seq>> ] [ k>> ] bi combination ;
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-23 11:29:20 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								M: combinations hashcode* tuple-hashcode ;
							 | 
						
					
						
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								INSTANCE: combinations immutable-sequence
							 | 
						
					
						
							| 
								
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											2009-11-27 23:50:06 -05:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: each-combination ( seq k quot -- )
							 | 
						
					
						
							| 
								
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								    combinations-quot each ; inline
							 | 
						
					
						
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											2012-04-21 02:31:40 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: map-combinations ( seq k quot -- seq' )
							 | 
						
					
						
							
								
									
										
										
										
											2009-11-27 23:50:06 -05:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
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								    combinations-quot map ; inline
							 | 
						
					
						
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											2012-04-18 18:17:48 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: filter-combinations ( seq k quot -- seq' )
							 | 
						
					
						
							| 
								
							 | 
							
								
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								    selector [ each-combination ] dip ; inline
							 | 
						
					
						
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											2009-11-27 23:50:06 -05:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: map>assoc-combinations ( seq k quot exemplar -- )
							 | 
						
					
						
							| 
								
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								    [ combinations-quot ] dip map>assoc ; inline
							 | 
						
					
						
							| 
								
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											2010-02-18 18:31:52 -05:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: all-combinations ( seq k -- seq' )
							 | 
						
					
						
							
								
									
										
										
										
											2011-10-15 22:19:44 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    [ ] map-combinations ;
							 | 
						
					
						
							
								
									
										
										
										
											2009-05-07 21:23:58 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-21 02:31:40 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: find-combination ( seq k quot -- i elt )
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-21 23:11:47 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    [ combinations-quot find drop ]
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    [ drop pick [ combination ] [ 3drop f ] if ] 3bi ; inline
							 | 
						
					
						
							
								
									
										
										
										
											2012-04-21 02:31:40 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2009-05-07 21:23:58 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: reduce-combinations ( seq k identity quot -- result )
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    [ -rot ] dip each-combination ; inline
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-14 12:09:57 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								: all-subsets ( seq -- subsets )
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-26 11:12:36 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    dup length [0,b] [ all-combinations ] with map concat ;
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-14 12:09:57 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2010-08-13 17:34:14 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								<PRIVATE
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-14 12:09:57 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								: (selections) ( seq n -- selections )
							 | 
						
					
						
							
								
									
										
										
										
											2010-08-13 17:34:14 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    [ [ 1array ] map dup ] [ 1 - ] bi* [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        cartesian-product concat [ { } concat-as ] map
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    ] with times ;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								PRIVATE>
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-14 12:09:57 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								: selections ( seq n -- selections )
							 | 
						
					
						
							
								
									
										
										
										
											2010-07-26 11:12:36 -04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    dup 0 > [ (selections) ] [ 2drop { } ] if ;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 |