NAME
Math::PlanePath::GrayCode -- Gray code coordinates
SYNOPSIS
use Math::PlanePath::GrayCode;my $path = Math::PlanePath::GrayCode->new;my ($x, $y) = $path->n_to_xy (123);
DESCRIPTION
This path is a mapping of N to X,Y using Gray codes.
7 | 63-62 57-56 39-38 33-32| | | | |6 | 60-61 58-59 36-37 34-35|5 | 51-50 53-52 43-42 45-44| | | | |4 | 48-49 54-55 40-41 46-47|3 | 15-14 9--8 23-22 17-16| | | | |2 | 12-13 10-11 20-21 18-19|1 | 3--2 5--4 27-26 29-28| | | | |Y=0 | 0--1 6--7 24-25 30-31|+-------------------------X=0 1 2 3 4 5 6 7
The default is the form by Faloutsos which is an X,Y split in binary reflected Gray code.
Christos Faloutsos, "Gray Codes for Partial Match and Range Queries", IEEE Transactions on Software Engineering (TSE), volume 14, number 10, October 1988, pages 1381-1393. DOI 10.1109/32.6184
N is converted to a Gray code, then split by bits to X,Y, and those X,Y converted back from Gray to integer indices. Stepping from N to N+1 changes just one bit of the Gray code and therefore changes just one of X or Y each time.
Y axis N=0,3,12,15,48,etc are values with only digits 0,3 in base 4. X axis N=0,1,6,7,24,25,etc are values 2k and 2k+1 where k uses only digits 0,3 in base 4.
Radix
The default is binary. Option "radix => $r" can select another radix. This radix is used for both the Gray code and the digit splitting. For example "radix => 4",
radix => 4|127-126-125-124 99--98--97--96--95--94--93--92 67--66--65--64| | | |120-121-122-123 100-101-102-103 88--89--90--91 68--69--70--71| | | |119-118-117-116 107-106-105-104 87--86--85--84 75--74--73--72| | | |112-113-114-115 108-109-110-111 80--81--82--83 76--77--78--7915--14--13--12 19--18--17--16 47--46--45--44 51--50--49--48| | | |8-- 9--10--11 20--21--22--23 40--41--42--43 52--53--54--55| | | |7-- 6-- 5-- 4 27--26--25--24 39--38--37--36 59--58--57--56| | | |0-- 1-- 2-- 3 28--29--30--31--32--33--34--35 60--61--62--63
Apply Type
Option "apply_type => $str" controls how Gray codes are applied to N and X,Y. It can be one of
"TsF" to Gray, split, from Gray (default)"Ts" to Gray, split"Fs" from Gray, split"FsT" from Gray, split, to Gray"sT" split, to Gray"sF" split, from Gray
"T" means integer-to-Gray, "F" means integer-from-Gray, and omitted means no transformation. For example the following is "Ts" which means N to Gray then split, leaving Gray coded values for X,Y.
apply_type => "Ts"7 | 51--50 52--53 44--45 43--42| | | | |6 | 48--49 55--54 47--46 40--41|5 | 60--61 59--58 35--34 36--37 ...-66| | | | | |4 | 63--62 56--57 32--33 39--38 64--65|3 | 12--13 11--10 19--18 20--21| | | | |2 | 15--14 8-- 9 16--17 23--22|1 | 3-- 2 4-- 5 28--29 27--26| | | | |Y=0 | 0-- 1 7-- 6 31--30 24--25|+---------------------------------X=0 1 2 3 4 5 6 7
This "Ts" is quite attractive because a step from N to N+1 changes just one bit in X or Y alternately, giving 2-D single-bit changes. For example N=19 at X=4 followed by N=20 at X=6 is a single bit change in X.
N=0,2,8,10,etc on the leading diagonal X=Y is numbers using only digits 0,2 in base 4. N=0,3,15,12,etc on the Y axis is numbers using only digits 0,3 in base 4, but in a Gray code order.
The "Fs", "FsT" and "sF" forms effectively treat the input N as a Gray code and convert from it to integers, either before or after split. For "Fs" the effect is little Z parts in various orientations.
apply_type => "sF"7 | 32--33 37--36 52--53 49--48| / \ / \6 | 34--35 39--38 54--55 51--50|5 | 42--43 47--46 62--63 59--58| \ / \ /4 | 40--41 45--44 60--61 57--56|3 | 8-- 9 13--12 28--29 25--24| / \ / \2 | 10--11 15--14 30--31 27--26|1 | 2-- 3 7-- 6 22--23 19--18| \ / \ /Y=0 | 0-- 1 5-- 4 20--21 17--16|+---------------------------------X=0 1 2 3 4 5 6 7
Gray Type
The "gray_type" option selects the type of Gray code. The choices are
"reflected" increment to radix-1 then decrement (default)"modular" increment to radix-1 then cycle back to 0
For example in decimal,
integer Gray Gray"reflected" "modular"------- ----------- ---------0 0 01 1 12 2 2... ... ...8 8 89 9 910 19 1911 18 1012 17 1113 16 1214 15 13... ... ...17 12 1618 11 1719 10 18
Notice on reaching "19" the reflected type runs the least significant digit back down from 9 to 0, which is a reverse or reflection of the preceding 0 to 9 upwards. The modular form instead continues to increment that least significant digit, wrapping around from 9 to 0.
In binary, the modular and reflected forms are the same (see "Equivalent Combinations" below).
There's various other systematic ways to make a Gray code changing a single digit successively. But many ways are implicitly based on a pre-determined fixed number of bits or digits, which doesn't suit an unlimited path like here.
Equivalent Combinations
Some option combinations are equivalent,
condition equivalent--------- ----------radix=2 modular==reflectedand TsF==Fs, Ts==FsTradix>2 odd, reflected TsF==FsT, Ts==Fs, sT==sFbecause T==Fradix>2 even, reflected TsF==Fs, Ts==FsT
In radix=2 binary, the "modular" and "reflected" Gray codes are the same because there's only digits 0 and 1 so going forward or backward is the same.
For odd radix and reflected Gray code, the "to Gray" and "from Gray" operations are the same. For example the following table is ternary radix=3. Notice how integer value 012 maps to Gray code 010, and in turn integer 010 maps to Gray code 012. All values are either pairs like that or unchanged like 021.
integer Gray"reflected" (written in ternary)000 000001 001002 002010 012011 011012 010020 020021 021022 022
For even radix and reflected Gray code, "TsF" is equivalent to "Fs", and also "Ts" equivalent to "FsT". This arises from the way the reversing behaves when split across digits of two X,Y values. (In higher dimensions such as a split to 3-D X,Y,Z it's not the same.)
The net effect for distinct paths is
condition distinct combinations--------- ---------------------radix=2 four TsF==Fs, Ts==FsT, sT, sFradix>2 odd / three reflected TsF==FsT, Ts==Fs, sT==sF\ six modular TsF, Ts, Fs, FsT, sT, sFradix>2 even / four reflected TsF==Fs, Ts==FsT, sT, sF\ six modular TsF, Ts, Fs, FsT, sT, sF
Peano Curve
In "radix => 3" and other odd radices, the "reflected" Gray type gives the Peano curve (see Math::PlanePath::PeanoCurve). This is since the "reflected" encoding is equivalent to Peano's "xk" and "yk" complementing.
radix => 3, gray_type => "reflected"|53--52--51 38--37--36--35--34--33| | |48--49--50 39--40--41 30--31--32| | |47--46--45--44--43--42 29--28--27|6-- 7-- 8-- 9--10--11 24--25--26| | |5-- 4-- 3 14--13--12 23--22--21| | |0-- 1-- 2 15--16--17--18--19--20
FUNCTIONS
See "FUNCTIONS" in Math::PlanePath for the behaviour common to all path classes.
- "$path = Math::PlanePath::GrayCode->new ()"
- "$path = Math::PlanePath::GrayCode->new (radix => $r, apply_type => $str, gray_type => $str)"
-
Create and return a new path object.
- "($x,$y) = $path->n_to_xy ($n)"
-
Return the X,Y coordinates of point number
$non the path. Points begin at 0 and if"$n < 0"then the return is an empty list.
- "$n = $path->n_start ()"
-
Return the first N on the path, which is 0.
Level Methods
- "($n_lo, $n_hi) = $path->level_to_n_range($level)"
-
Return
"(0, $radix**(2*$level) - 1)".
FORMULAS
Turn
The turns in the default binary TsF curve are either to the left +90 or a reverse 180. For example at N=2 the curve turns left, then at N=3 it reverses back 180 to go to N=4. The turn is given by the low zero bits of (N+1)/2,
count_low_0_bits(floor((N+1)/2))if even then turn 90 leftif odd then turn 180 reverse
Or equivalently
floor((N+1)/2) lowest non-zero digit in base 4,1 or 3 = turn 90 left2 = turn 180 reverse
The 180 degree reversals are all horizontal. They occur because at those N the three N-1,N,N+1 converted to Gray code have the same bits at odd positions and therefore the same Y coordinate.
See "N to Turn" in Math::PlanePath::KochCurve for similar turns based on low zero bits (but by +60 and -120 degrees).
OEIS
This path is in Sloane's Online Encyclopedia of Integer Sequences in a few forms,
<http://oeis.org/A163233> (etc)
apply_type="TsF" (="Fs"), radix=2 (the defaults)A059905 X xor YA039963 turn sequence, 1=+90 left, 0=180 reverseA035263 turn undoubled, at N=2n and N=2n+1A065882 base4 lowest non-zero,turn undoubled 1,3=left 2=180rev at N=2n,2n+1A003159 (N+1)/2 of positions of Left turns,being n with even number of low 0 bitsA036554 (N+1)/2 of positions of Right turnsbeing n with odd number of low 0 bits
TsF turn sequence goes in pairs, so N=1 and N=2 left then N=3 and N=4 reverse. A039963 includes that repetition, A035263 is just one copy of each and so is the turn at each pair N=2k and N=2k+1. There's many sequences like A065882 which when taken mod2 equal the "count low 0-bits odd/even" which is the same undoubled turn sequence.
apply_type="Ts", radix=2A309952 X coordinate (XOR bit pairs)apply_type="sF", radix=2A163233 N values by diagonals, same axis startA163234 inverse permutationA163235 N values by diagonals, opp axis startA163236 inverse permutationA163242 N sums along diagonalsA163478 those sums divided by 3A163237 N values by diagonals, same axis, flip digits 2,3A163238 inverse permutationA163239 N values by diagonals, opp axis, flip digits 2,3A163240 inverse permutationA099896 N values by PeanoCurve radix=2 orderA100280 inverse permutationapply_type="FsT", radix=3, gray_type=modularA208665 N values on X=Y diagonal, base 9 digits 0,3,6
Gray code conversions themselves (not directly offered by the PlanePath code here) are variously
A003188 binaryA014550 binary written in binaryA055975 incrementsA006068 inverse, Gray->integerA128173 ternary reflected (its own inverse)A105530 ternary modularA105529 inverse, Gray->integerA003100 decimal reflectedA174025 inverse, Gray->integerA098488 decimal modularA226134 inverse, Gray->integer
SEE ALSO
Math::PlanePath, Math::PlanePath::ZOrderCurve, Math::PlanePath::PeanoCurve, Math::PlanePath::CornerReplicate
HOME PAGE
<http://user42.tuxfamily.org/math-planepath/index.html>
LICENSE
Copyright 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020 Kevin Ryde
This file is part of Math-PlanePath.
Math-PlanePath is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 3, or (at your option) any later version.
Math-PlanePath is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with Math-PlanePath. If not, see <http://www.gnu.org/licenses/>.