; "phil-spc.scm": Hilbert space filling mapping ; Copyright (C) 2003, 2005 Aubrey Jaffer ; ;Permission to copy this software, to modify it, to redistribute it, ;to distribute modified versions, and to use it for any purpose is ;granted, subject to the following restrictions and understandings. ; ;1. Any copy made of this software must include this copyright notice ;in full. ; ;2. I have made no warranty or representation that the operation of ;this software will be error-free, and I am under no obligation to ;provide any services, by way of maintenance, update, or otherwise. ; ;3. In conjunction with products arising from the use of this ;material, there shall be no use of my name in any advertising, ;promotional, or sales literature without prior written consent in ;each case. (require 'logical) ;;@code{(require 'hilbert-fill)} ;;@ftindex hilbert-fill ;; ;;@noindent ;;@cindex Hilbert ;;@cindex Space-Filling ;;The @dfn{Hilbert Space-Filling Curve} is a one-to-one mapping ;;between a unit line segment and an @var{n}-dimensional unit cube. ;;This implementation treats the nonnegative integers either as ;;fractional bits of a given width or as nonnegative integers. ;; ;;@noindent ;;The integer procedures map the non-negative integers to an ;;arbitrarily large @var{n}-dimensional cube with its corner at the ;;origin and all coordinates are non-negative. ;; ;;@noindent ;;For any exact nonnegative integer @var{scalar} and exact integer ;;@var{rank} > 2, ;; ;;@example ;;(= @var{scalar} (hilbert-coordinates->integer ;; (integer->hilbert-coordinates @var{scalar} @var{rank}))) ;; @result{} #t ;;@end example ;; ;;When treating integers as @var{k} fractional bits, ;; ;;@example ;;(= @var{scalar} (hilbert-coordinates->integer ;; (integer->hilbert-coordinates @var{scalar} @var{rank} @var{k})) @var{k}) ;; @result{} #t ;;@end example ;;@args scalar rank ;;Returns a list of @2 integer coordinates corresponding to exact ;;non-negative integer @1. The lists returned by @0 for @1 arguments ;;0 and 1 will differ in the first element. ;; ;;@args scalar rank k ;; ;;@1 must be a nonnegative integer of no more than ;;@code{@2*@var{k}} bits. ;; ;;@0 Returns a list of @2 @var{k}-bit nonnegative integer ;;coordinates corresponding to exact non-negative integer @1. The ;;curves generated by @0 have the same alignment independent of ;;@var{k}. (define (integer->hilbert-coordinates scalar rank . nbits) (define igry (integer->gray-code scalar)) (define rnkmsk (lognot (ash -1 rank))) (define rnkhib (ash 1 (+ -1 rank))) (define rank*nbits (if (null? nbits) (let ((rank^2 (* rank rank))) (* (quotient (+ -1 rank^2 (integer-length scalar)) rank^2) rank^2)) (* rank (car nbits)))) (do ((bdxn (- rank rank*nbits) (+ rank bdxn)) (chnk (ash igry (- rank rank*nbits)) (logxor rnkhib (logand (ash igry (+ rank bdxn)) rnkmsk))) (rotation 0 (modulo (+ (log2-binary-factors chnk) 2 rotation) rank)) (flipbit 0 (ash 1 rotation)) (lst '() (cons (logxor flipbit (rotate-bit-field chnk rotation 0 rank)) lst))) ((positive? bdxn) (map gray-code->integer (delaminate-list rank (reverse lst)))))) ;;@args coords ;;@args coords k ;;Returns an exact non-negative integer corresponding to @1, a list ;;of non-negative integer coordinates. (define (hilbert-coordinates->integer coords . nbits) (define rank (length coords)) (set! nbits (if (null? nbits) (* (quotient (+ -1 rank (integer-length (apply max coords))) rank) rank) (car nbits))) (if (zero? nbits) 0 (let ((lst (delaminate-list nbits (map integer->gray-code coords))) (rnkhib (ash 1 (+ -1 rank)))) (define (loop lst rotation flipbit scalar) (if (null? lst) (gray-code->integer scalar) (let ((chnk (rotate-bit-field (logxor flipbit (car lst)) (- rotation) 0 rank))) (loop (cdr lst) (modulo (+ (log2-binary-factors chnk) 2 rotation) rank) (ash 1 rotation) (logior (logxor rnkhib chnk) (ash scalar rank)))))) (loop (cdr lst) (modulo (+ (log2-binary-factors (car lst)) 2) rank) 1 (car lst))))) ;;@subsubsection Gray code ;; ;;@cindex Gray code ;;@noindent ;;A @dfn{Gray code} is an ordering of non-negative integers in which ;;exactly one bit differs between each pair of successive elements. There ;;are multiple Gray codings. An n-bit Gray code corresponds to a ;;Hamiltonian cycle on an n-dimensional hypercube. ;; ;;@noindent ;;Gray codes find use communicating incrementally changing values between ;;asynchronous agents. De-laminated Gray codes comprise the coordinates ;;of Hilbert space-filling curves. ;; ;; ;;@defun integer->gray-code k ;;Converts @var{k} to a Gray code of the same @code{integer-length} as ;;@var{k}. ;; ;;@defunx gray-code->integer k ;;Converts the Gray code @var{k} to an integer of the same ;;@code{integer-length} as @var{k}. ;; ;;For any non-negative integer @var{k}, ;;@example ;;(eqv? k (gray-code->integer (integer->gray-code k))) ;;@end example ;;@end defun (define (integer->gray-code k) (logxor k (arithmetic-shift k -1))) (define (gray-code->integer k) (if (negative? k) (slib:error 'gray-code->integer 'negative? k) (let ((kln (integer-length k))) (do ((d 1 (* d 2)) (ans (logxor k (arithmetic-shift k -1)) ; == (integer->gray-code k) (logxor ans (arithmetic-shift ans (* d -2))))) ((>= (* 2 d) kln) ans))))) (define (grayter k1 k2) (define kl1 (integer-length k1)) (define kl2 (integer-length k2)) (if (eqv? kl1 kl2) (> (gray-code->integer k1) (gray-code->integer k2)) (> kl1 kl2))) ;;@defun = k1 k2 ;;@defunx gray-code? k1 k2 ;;@defunx gray-code<=? k1 k2 ;;@defunx gray-code>=? k1 k2 ;;These procedures return #t if their Gray code arguments are ;;(respectively): equal, monotonically increasing, monotonically ;;decreasing, monotonically nondecreasing, or monotonically nonincreasing. ;; ;;For any non-negative integers @var{k1} and @var{k2}, the Gray code ;;predicate of @code{(integer->gray-code k1)} and ;;@code{(integer->gray-code k2)} will return the same value as the ;;corresponding predicate of @var{k1} and @var{k2}. ;;@end defun (define (gray-code? k1 k2) (and (not (eqv? k1 k2)) (grayter k1 k2))) (define (gray-code>=? k1 k2) (or (eqv? k1 k2) (grayter k1 k2))) ;;@subsubsection Bitwise Lamination ;;@cindex lamination ;;@body ;; ;;Returns a list of @var{count} integers comprised of the @var{j}th ;;bit of the integers @var{ks} where @var{j} ranges from @var{count}-1 ;;to 0. ;; ;;@example ;;(map (lambda (k) (number->string k 2)) ;; (delaminate-list 4 '(7 6 5 4 0 0 0 0))) ;; @result{} ("0" "11110000" "11000000" "10100000") ;;@end example ;; ;;@0 is its own inverse: ;;@example ;;(delaminate-list 8 (delaminate-list 4 '(7 6 5 4 0 0 0 0))) ;; @result{} (7 6 5 4 0 0 0 0) ;;@end example (define (delaminate-list count ks) (define nks (length ks)) (do ((kdx 0 (+ 1 kdx)) (lst '() (cons (list->integer (map (lambda (k) (logbit? kdx k)) ks)) lst))) ((>= kdx count) lst)))