ืื ื’ืœื™ืชืฆืจืคืชื™ืชืกืคืจื“ื™

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ืกืžืœ OnWorks

lrsfourier - ืžืงื•ื•ืŸ ื‘ืขื ืŸ

ื”ืคืขืœ ืืช lrsfourier ื‘ืกืคืง ืื™ืจื•ื— ื—ื™ื ืžื™ ืฉืœ OnWorks ืขืœ ืื•ื‘ื•ื ื˜ื• ืื•ื ืœื™ื™ืŸ, ืคื“ื•ืจื” ืื•ื ืœื™ื™ืŸ, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ื–ื•ื”ื™ ื”ืคืงื•ื“ื” lrsfourier ืฉื ื™ืชืŸ ืœื”ืคืขื™ืœ ื‘ืกืคืง ื”ืื™ืจื•ื— ื”ื—ื™ื ืžื™ ืฉืœ OnWorks ื‘ืืžืฆืขื•ืช ืื—ืช ืžืชื—ื ื•ืช ื”ืขื‘ื•ื“ื” ื”ืžืงื•ื•ื ื•ืช ื”ืžืจื•ื‘ื•ืช ืฉืœื ื•, ื›ื’ื•ืŸ Ubuntu Online, Fedora Online, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ืชึธื›ึฐื ึดื™ืช:

ืฉืึตื


lrslib - ื”ืžืจ ื‘ื™ืŸ ื—ื–ืจื•ืช ืฉืœ ืคื•ืœื™ื”ื“ืจื•ืช ืงืžื•ืจื•ืช.

ืชึทืงืฆึดื™ืจ


LRS input.ine

LRS input.ine | lrsbuffer

lrsfourier file.ine [fileout]

ืžื™ื•ืชืจ input.ine

ืชื™ืื•ืจ


ื ื™ืชืŸ ืœืชืืจ ืคื•ืœื™ื“ืจื•ืŸ ืขืœ ื™ื“ื™ ืจืฉื™ืžื” ืฉืœ ืื™ ืฉื•ื•ื™ื•ืŸ (H-ื™ื™ืฆื•ื’) ืื• ืœืคื™ ืจืฉื™ืžื”
ืฉืœ ื”ืงื•ื“ืงื•ื“ื™ื ื•ื”ืงืจื ื™ื™ื ื”ืงื™ืฆื•ื ื™ื•ืช ืฉืœื• (ื™ื™ืฆื•ื’ V). LRS ื”ื™ื ืชื•ื›ื ื™ืช C ื”ืžืžื™ืจื” ื
H-ื™ื™ืฆื•ื’ ืฉืœ ืคื•ืœื™ื“ืจื•ืŸ ืœื™ื™ืฆื•ื’ ื”-V ืฉืœื•, ื•ืœื”ื™ืคืš. ื”ื‘ืขื™ื•ืช ื”ืœืœื•
ื™ื“ื•ืขื™ื ื‘ื”ืชืืžื” ื‘- ืงึธื“ืงื•ึนื“ ืกืคื™ืจื” ื• ืงืžื•ืจ ืœึฐืงึทืœึตืฃ ื‘ืขื™ื•ืช.

ืฉืœ ืคื•ืงื•ื“ื” ืฉืืœื•ืช ื ืคื•ืฆื•ืช ืขืžื•ื“[1] ืžื›ื™ืœ ืžื‘ื•ื ืžืคื•ืจื˜ ื™ื•ืชืจ ืœื‘ืขื™ื”, ื™ื—ื“ ืขื
ืขืฆื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืจื‘ื•ืช ืœืžืฉืชืžืฉ ื”ื—ื“ืฉ.

lrsbuffer ื™ื›ื•ืœ ืœื”ืกื™ืจ ืคืœื˜ ื›ืคื•ืœ ื›ืœืฉื”ื•. ืžื™ื•ืชืจ ืžื•ืฆื ืื™ ืฉื•ื•ื™ื•ืŸ ืžื™ื•ืชืจื™ื ื‘
ืงึถืœึถื˜.

ืงื•ื‘ืฅ ืคื•ืจืžื˜ื™ื


ืคื•ืจืžื˜ื™ื ืฉืœ ืงื‘ืฆื™ื ืคื•ืชื—ื• ื‘ืžืฉื•ืชืฃ ืขื Komei Fukuda ื•ื”ื ืชื•ืืžื™ื CDD[2].

ื”ืงืœื˜ ืขื‘ื•ืจ LRS ื”ื•ื ื™ื™ืฆื•ื’ H- ืื• V- ืฉืœ ืคื•ืœื™ื˜ื•ืค.

ืฉื
{ืงื• ื™ื™ืฆื•ื’}
{ืืคืฉืจื•ื™ื•ืช}
{ืœื™ื ืืจื™ื•ืช[3]}
ืœื”ืชื—ื™ืœ
mn ืจืฆื™ื•ื ืœื™
{ืžื˜ืจื™ืฆืช ืงืœื˜}
ืกื•ืฃ
{ืืคืฉืจื•ื™ื•ืช}

ืฉื ื”ื•ื ืฉื ืฉืกื•ืคืง ืขืœ ื™ื“ื™ ื”ืžืฉืชืžืฉ ืขื‘ื•ืจ ื”ืคื•ืœื™ื˜ื•ืค. ื”ืขืจื•ืช ืขืฉื•ื™ื•ืช ืœื”ื•ืคื™ืข ืœืคื ื™ ื”ื”ืชื—ืœื” ืื•
ืœืื—ืจ ื”ืกื•ืฃ, ื•ื›ื“ื™ ืœื”ื™ืžื ืข ืžืคืจืฉื ื•ืช ื›ืื•ืคืฆื™ื”, ืฆืจื™ืš ืœื”ืชื—ื™ืœ ืขื ืžื™ื•ื—ื“
ืชื• ื›ื’ื•ืŸ "*" ืื• "#".

ืฉื ื”ื•ื ืฉื ืฉืกื•ืคืง ืขืœ ื™ื“ื™ ื”ืžืฉืชืžืฉ ืขื‘ื•ืจ ื”ืคื•ืœื™ื˜ื•ืค. ื ืฆื™ื’ื•ืช ืงื• ื”ื•ื ืื•
"ื™ื™ืฆื•ื’ H" ืื• "ื™ื™ืฆื•ื’ V". ืื ืžื•ืฉืžื˜, ืžื ื™ื—ื™ื ื™ื™ืฆื•ื’ H. ื”
ืžืงื“ืžื™ ืงืœื˜ ื ืงืจืื™ื ื‘ืคื•ืจืžื˜ ื—ื•ืคืฉื™, ื•ืื™ื ื ืžืกื•ืžื ื™ื ืขื‘ื•ืจ ืกื•ื’. ืžืงื“ืžื™ื ื”ื
ืžื•ืคืจื“ื™ื ืขืœ ื™ื“ื™ ืจื•ื•ื— ืœื‘ืŸ. m ื”ื•ื ืžืกืคืจ ื”ืฉื•ืจื•ืช ื•-n ืžืกืคืจ ื”ืขืžื•ื“ื•ืช ืฉืœ ื”ืงืœื˜
ืžื˜ืจื™ืงืก.

H-ื™ื™ืฆื•ื’
ื”ืžืกืคืจ ื”ืฉืœื m ื”ื•ื ืžืกืคืจ ื”ืื™-ืฉื•ื•ื™ื•ืŸ, ื•ื”ืžืกืคืจ ื”ืฉืœื n ื”ื•ื ื”ืžืžื“ ืฉืœ ื”
ืงืœื˜ 1+. ืจืฉื™ืžื” ืฉืœ ืื™-ืฉื•ื•ื™ื•ืŸ ืžื›ื™ืœื” ืืช ืžืงื“ืžื™ ืื™-ื”ืฉื•ื•ื™ื•ืŸ ืฉืœ ื”ืฆื•ืจื”

a0 + a1x1+ ... + an-1 xn-1 >= 0.

ืื™ ืฉื•ื•ื™ื•ืŸ ื–ื” ืžื•ืงืœื˜ ื‘ืชื•ืจ ื”ืงื•

a0 a1... an-1

ื ื™ืชืŸ ืœื”ื–ื™ืŸ ืืช ื”ืžืงื“ืžื™ื ื›ืžืกืคืจื™ื ืฉืœืžื™ื ืื• ืจืฆื™ื•ื ืœื™ื ื‘ืชื‘ื ื™ืช x/y.

ื™ื™ืฆื•ื’ V
ื”ืžืกืคืจ ื”ืฉืœื m ื”ื•ื ืžืกืคืจ ื”ืงื•ื“ืงื•ื“ื™ื ื•ื”ืงืจื ื™ื™ื, ื•ื”ืžืกืคืจ ื”ืฉืœื n ื”ื•ื ื”ืžืžื“ ืฉืœ
ื”ืงืœื˜ +1. ื›ืœ ืงื•ื“ืงื•ื“ ื ื™ืชืŸ ื‘ื˜ื•ืคืก

1 v0 v 1... vn-1

ื›ืœ ืงืจืŸ ื ื™ืชื ืช ื‘ืฆื•ืจื”

0 r0 r 1... rn-1

ื›ืืฉืจ r0 r 1... rn-1 ื”ื™ื ื ืงื•ื“ื” ืขืœ ื”ืงืจืŸ.

ื—ื™ื™ื‘ ืœื”ื™ื•ืช ืงื•ื“ืงื•ื“ ืื—ื“ ืœืคื—ื•ืช ื‘ื›ืœ ืงื•ื‘ืฅ. ืขื‘ื•ืจ polyhedra ืชื—ื•ื ืœื ื™ื”ื™ื”
ื ื›ื ืกื• ืงืจื ื™ื™ื. ื ื™ืชืŸ ืœื”ื–ื™ืŸ ืืช ื”ืžืงื“ืžื™ื ื›ืžืกืคืจื™ื ืฉืœืžื™ื ืื• ืจืฆื™ื•ื ืœื™ื ื‘ืชื‘ื ื™ืช x/y.

ื”ืขืจื•ืช ืœ CDD ืžืฉืชืžืฉื™ื: LRS ืžืฉืชืžืฉ ื‘ืขืฆื ื‘ืื•ืชื• ืคื•ืจืžื˜ ืงื•ื‘ืฅ ื›ืžื• CDD. ืงื‘ืฆื™ื ืฉื”ื•ื›ื ื• ืขื‘ื•ืจ
CDD ืืžื•ืจ ืœืขื‘ื•ื“ ืขื ืžืขื˜ ืื• ืœืœื ืฉื™ื ื•ื™. ืฉื™ื ืœื‘ ื›ื™ ื™ื™ืฆื•ื’ V
ืžืชืื™ืžื” ืœืืคืฉืจื•ืช "ื’ื•ืฃ" ื‘ CDD. ืืคืฉืจื•ื™ื•ืช ืกืคืฆื™ืคื™ื•ืช ืœ CDD ื ื™ืชืŸ ืœื”ืฉืื™ืจ ื‘ืงืœื˜
ืงื‘ืฆื™ื ื•ื™ืชืขืœื ืขืœ ื™ื“ื™ LRS. ืฉื™ืžื• ืœื‘ ืœืงื‘ืฆื™ ื”ืงืœื˜ ืขื‘ื•ืจ LRS ื ืงืจืื™ื ื‘ืคื•ืจืžื˜ ื—ื•ืคืฉื™,
ืื—ืจื™ ื”ืฉื•ืจื” m n ืจึทืฆึดื™ื•ึนื ึธืœึดื™, LRS ื™ื—ืคืฉ ื‘ื“ื™ื•ืง m*n ืจืฆื™ื•ื ืœื™ื ืื• ืžืกืคืจื™ื ืฉืœืžื™ื ืžื•ืคืจื“ื™ื
ืœืคื™ ืจื•ื•ื— ืœื‘ืŸ (ืจื™ืง, ื”ื—ื–ืจืช ื›ืจื›ืจื”, ืœืฉื•ื ื™ืช ื•ื›ื•'). LRS ืœื "ื™ืคื™ืœ" ืขืžื•ื“ื•ืช ื ื•ืกืคื•ืช ืฉืœ
ืงืœื˜ ืื n ืงื˜ืŸ ืžืžืกืคืจ ื”ืขืžื•ื“ื•ืช ืฉืกื•ืคืงื•.

ื‘ืกื™ืกื™ ืืคืฉืจื•ื™ื•ืช
ื›ืžืขื˜ ื›ืœ ื”ืืคืฉืจื•ื™ื•ืช ืžืžื•ืงืžื•ืช ืœืื—ืจ ื”ืฆื”ืจืช ื”ืกื™ื•ื, ืฉืžื™ืจื” ืขืœ ืชืื™ืžื•ืช ืขื CDD.
ืื ื–ื” ืœื ื”ืžืฆื‘, ื–ื” ื™ื•ื–ื›ืจ ื‘ืžืคื•ืจืฉ.

allbases ืืคืฉืจื•ืช ื–ื• ืžื•ืจื” LRS ืœืจืฉื•ื ื›ืœ ืงื•ื“ืงื•ื“ (ืื• ืคืŸ) ืขื‘ื•ืจ ื›ืœ ืื—ื“ ืžื”ื‘ืกื™ืกื™ื ืฉืœื•.
ืชึฐืคื•ึผืงึธื” ื›ืคื™ืœื•ืช[4].[5] ืืคืฉืจื•ืช ื–ื• ืžืฉื•ืœื‘ืช ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืขื printcobasis.

ืงืฉื•ืจ x ื”ืฉืชืžืฉ ืขื H-representation - ืขื‘ื•ืจ lrs ืื• nash ืื• ืœืžืงืกื ืื• ืœืžื–ืขืจ
ื™ืฉ ืœื‘ื—ื•ืจ ื‘ืืคืฉืจื•ืช. x ื”ื•ื ืžืกืคืจ ืฉืœื ืื• ืจืฆื™ื•ื ืœ. ืœืžืงืกื•ื (ื‘ื”ืชืืžื”.
ืžื–ืขื•ืจ) ืขืฅ ื”ื—ื™ืคื•ืฉ ื”ื”ืคื•ืš ื ื—ืชืš ื‘ื›ืœ ืคืขื ืฉื”ืขืจืš ื”ืื•ื‘ื™ื™ืงื˜ื™ื‘ื™ ื”ื ื•ื›ื—ื™
ื”ื•ื ืคื—ื•ืช (ืœืคื™ ื™ื•ืชืจ) ืž-x.

ืžื˜ืžื•ืŸ nLRS ืžืื—ืกืŸ ืืช n ื”ืžื™ืœื•ื ื™ื ื”ืขื“ื›ื ื™ื™ื ื‘ื™ื•ืชืจ ื‘ืขืฅ ื”ื—ื™ืคื•ืฉ ื”ื”ืคื•ืš. ื–ื” ืžืื™ืฅ
ืฉืœื‘ ื”ื—ื–ืจื” ืœืื—ื•ืจ, ืืš ื“ื•ืจืฉ ื™ื•ืชืจ ื–ื™ื›ืจื•ืŸ.

ื‘ืื’ื™ื ื‘ืกื™ืก ื”ืชื—ืœื” ื‘ืกื™ืก ืกื™ื•ืื”ื“ืคืก ืžืขืงื‘ ืกืชืžื™ ืืš ืžืคื•ืจื˜, ืžื™ืœื•ื ื™ื ื•ื›ื•'.
ืžืชื—ื™ืœ ื‘-#B=startingbasis ื•ืžืกืชื™ื™ื ื‘-#B=endingbasis. ื‘ืื’ื™ื 0 0 ื ื•ืชืŸ ืฉืœื
ืขืงื‘ื•ืช.

ืกืคืจื•ืช n ืžื•ืฆื‘ ืœืคื ื™ ืžื” ื”ื™ื ืœื”ืชื—ื™ืœ ื”ืฆื”ืจื” n ื”ื•ื ื”ืžืกืคืจ ื”ืžืจื‘ื™ ืฉืœ ืกืคืจื•ืช ืขืฉืจื•ื ื™ื•ืช ืฉื™ืฉ
ื‘ืฉื™ืžื•ืฉ. ืื ื–ื” ื—ืจื’, ื”ืชื•ื›ื ื™ืช ืžืกืชื™ื™ืžืช ืขื ื”ื•ื“ืขื” (ื‘ื“ืจืš ื›ืœืœ ื–ื” ื™ื›ื•ืœ ืœื”ื™ื•ืช
ื”ื•ืคืขืœ ืžื—ื“ืฉ). ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ืžื•ื’ื“ืจืช ืœื›-100 ืกืคืจื•ืช. ื‘ืกื•ืฃ ืจื™ืฆื” ื”ื•ื“ืขื” ื”ื™ื
ื ื™ืชื ืช ืœื™ื™ื“ืข ืืช ื”ืžืฉืชืžืฉ ืœื’ื‘ื™ ื’ื•ื“ืœ ื”ืžืกืคืจื™ื ื”ืฉืœืžื™ื ื”ืžืจื‘ื™ ืฉื ืชืงืœ ื‘ื•. ืืคืฉืจ ืœื”ืชืจื’ืœ ืœื–ื”
ืžื˜ื‘ ืืช ื”ืฉื™ืžื•ืฉ ื•ื”ืžื”ื™ืจื•ืช ื‘ื–ื™ื›ืจื•ืŸ ื‘ืจื™ืฆื•ืช ืขื•ืงื‘ื•ืช (ืื ืขื•ืฉื™ื ื”ืขืจื›ื” ืœืžืฉืœ).

dualperturb ืื lrs ืžื‘ื•ืฆืข ืขื ื”ืืคืฉืจื•ืช ืœืžืงืกื ืื• ืœืžื–ืขืจ, ื—ื™ืคื•ืฉ ื”ืคื•ืš
ืขืฅ ืžื•ืฉืจืฉ ื‘ืงื•ื“ืงื•ื“ ืื•ืคื˜ื™ืžืœื™ ืขื‘ื•ืจ ืคื•ื ืงืฆื™ื” ื–ื•. ืื ื™ืฉ ืื•ืคื˜ื™ืžื•ื ืžืจื•ื‘ื”
ืงื•ื“ืงื•ื“ื™ื, ื”ืคืœื˜ ืœืจื•ื‘ ืœื ื™ื”ื™ื” ืฉืœื. ืืคืฉืจื•ืช ื–ื• ื ื•ืชื ืช ื”ืคืจืขื” ืงื˜ื ื” ืœ
ื”ืžื˜ืจื” ืœื”ื™ืžื ืข ืžื›ืš. ื ื™ืชื ืช ื”ื•ื“ืขืช ืื–ื”ืจื” ืื ืžื™ืœื•ืŸ ื”ืคืชื™ื—ื” ื”ื•ื ื›ืคื•ืœ
ื“ึตื’ึตื ึตืจึธื˜.

ื”ืขืจื›ื•ืช k ื”ืขืจืš ืืช ื’ื•ื“ืœ ื”ืคืœื˜. ืžืฉืžืฉ ื‘ืฉื™ืœื•ื‘ ืขื maxdepth - ืจืื”
ืื•ึผืžื“ึธืŸ.[6]

ื’ืื•ืžื˜ืจื™ // H-representation ืื• voronoi ืืคืฉืจื•ืช ื‘ืœื‘ื“ // ืขื ืืคืฉืจื•ืช ื–ื•, ื›ืœ ืงืจืŸ ื”ื™ื
ืžื•ื“ืคืก ื™ื—ื“ ืขื ื”ืงื•ื“ืงื•ื“ ืื™ืชื• ื”ื•ื ืžืชืจื—ืฉ. ืœืžื™ื“ืข ื ื•ืกืฃ ืจืื”
ืงืจื ื™ื™ื ื’ื™ืื•ืžื˜ืจื™ื•ืช ืคื ื™ืžื” ืจืžื–ื™ื ื• ืชื’ื•ื‘ื•ืช[5].

ืฉื›ื™ื—ื•ืชืืคืฉืจื•ืช ื–ื• ืžื•ืคืขืœืช ืื•ื˜ื•ืžื˜ื™ืช printcobasis , ืื– ืจืื” ืœื”ืœืŸ ืขื‘ื•ืจ ื
ืชื—ื™ืœื” ืชื™ืื•ืจ ืฉืœ ืืคืฉืจื•ืช ื–ื•. ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ืขื printcobasis n. (Ver 4.2b) .PP For
ื™ื™ืฆื•ื’ ืงืœื˜ H, ืžื“ื“ื™ื ืฉืœ ื›ืœ ืื™-ื”ืฉื•ื•ื™ื•ืŸ ื‘ืงืœื˜ ื”ืžื›ื™ืœื™ื ืืช ื”ืงื•ื“ืงื•ื“/ืงืจืŸ ืฉ
ืขื•ืžื“ ืœื”ื™ื•ืช ืคืœื˜. ืขื‘ื•ืจ ืคืจืฆื•ืฃ ืคืฉื•ื˜, ืื™ืŸ ืคืœื˜ ื—ื“ืฉ, ืžืื– ื”ืžื“ื“ื™ื ื”ืืœื”
ื›ื‘ืจ ืจืฉื•ืžื™ื. ืื—ืจืช, ืื™ ื”ืฉื•ื•ื™ื•ืŸ ื”ื”ื“ื•ืง ื”ื ื•ืกืคื™ื ืจืฉื•ืžื™ื ืื—ืจื™ ื ืงื•ื“ืชื™ื™ื.
.PP ืœื™ื™ืฆื•ื’ V ืงืœื˜, ืžื“ื“ื™ื ืฉืœ ื›ืœ ืงื•ื“ืงื•ื“ื™/ืงืจื ื™ ื”ืงืœื˜ ื”ืฉื•ื›ื ื™ื ืขืœ ื”ืคืŸ
ืฉืขื•ืžื“ ืœื”ื™ื•ืช ืคืœื˜. ืื™ื ื“ืงืก ืžืกื•ืžืŸ ื‘ื›ื•ื›ื‘ ืžืฆื™ื™ืŸ ืฉืงื•ื“ืงื•ื“ ื–ื” ื ืžืฆื ื’ื ื‘-
cobasis, ืืš ืื™ื ื• ื›ืœื•ืœ ื‘ืคืŸ. ื–ื” ืžืชืขื•ืจืจ ืขืงื‘ ืคืขื•ืœืช ื”ื”ืจืžื” ืฉื‘ื” ื ืขืฉื” ืฉื™ืžื•ืฉ
ืขื ื™ื™ืฆื•ื’ื™ V ืงืœื˜.

#ืฉื›ื™ื—ื•ืชืื•ืชื• ื“ื‘ืจ ื›ืžื• printcobasis. ื›ืœื•ืœ ืขื‘ื•ืจ ืชืื™ืžื•ืช ืขื cdd.

ืœื™ื ื™ืืจื™ื•ืช k i1i2 i ... ikื”ืงืœื˜ ืžื›ื™ืœ k ืœื™ื ื™ืืจื™ื•ืช ื‘ืฉื•ืจื•ืช i1i2i ... ikืฉืœ
ืงื•ื‘ืฅ ื”ืงืœื˜ ื”ื ืžืฉื•ื•ืื•ืช. ืœึดืจึฐืื•ึนืช ืœื™ื ืืจื™ื•ืช.[3]

ืžืงืกื™ืžื•ื ืขื•ืžืง k ื”ื—ื™ืคื•ืฉ ื™ืงื•ืฆืฅ ื‘ืขื•ืžืง k. ื›ืœ ื”ื‘ืกื™ืกื™ื ืขื ืขื•ืžืง ืงื˜ืŸ ืž- ืื•
ืฉื•ื•ื” ืœ-k ื™ื—ื•ืฉื‘. k ื”ื•ื ืžืกืคืจ ืฉืœื ืœื ืฉืœื™ืœื™, ื•ืืคืฉืจื•ืช ื–ื• ืžืฉืžืฉืช ืขื‘ื•ืจ
ื”ืขืจื›ื•ืช - ืจืื” ืื•ึผืžื“ึธืŸ.[6]ื”ืขืจื•ืช: ืขื‘ื•ืจ ื™ื™ืฆื•ื’ื™ H, ืงืจื ื™ื™ื ื‘ืขื•ืžืง k ืœื ื™ื”ื™ื•
ื“ื™ื•ื•ื—. ืขื‘ื•ืจ ื™ื™ืฆื•ื’ื™ V, ื”ื™ื‘ื˜ื™ื ื‘ืขื•ืžืง k ืœื ื™ื“ื•ื•ื—ื•.

ืœื”ื’ื“ื™ืœ a0 a1 ... an-1 // ื™ื™ืฆื•ื’ H ื‘ืœื‘ื“ //

ืœืฆืžืฆื a0 a1 ... an-1 // ื™ื™ืฆื•ื’ H ื‘ืœื‘ื“ //

ืื ื ืขืฉื” ืฉื™ืžื•ืฉ ืขื lrs, ืงื•ื“ืงื•ื“ ื”ื”ืชื—ืœื” ืžืžืงืกื (ืื• ืžืžื–ืขืจ) ืืช ื”ืคื•ื ืงืฆื™ื” a0 + a1x1+ ...
+ an-1 xn-1. ื™ื™ืชื›ืŸ ืฉื™ื”ื™ื” ืฆื•ืจืš ื‘ืืคืฉืจื•ืช ื›ืคื•ืœ-ื”ืคืจืขื•ืช ื›ื“ื™ ืœืžื ื•ืข ื ื™ื•ื•ืŸ ื›ืคื•ืœ. ืจืื” ื ืืฉ
ืฉื™ื•ื•ื™ ืžืฉืงืœ ื• ืœื™ื ืืจื™ ืชื›ื ื•ืช[7]

maxoutput n ืžื’ื‘ื™ืœ ืืช ืžืกืคืจ ืงื•ื•ื™ ื”ืคืœื˜ ืฉื ื•ืฆืจื• (ืงื•ื“ืงื•ื“ื™ื+ืงืจื ื™ื™ื ืื• ื”ื™ื‘ื˜ื™ื) ืœ-n

ืชื•ื“ืขื” k ื”ืžืกืœื•ืœ ืœืื—ื•ืจ ื™ืกืชื™ื™ื ื‘ืขื•ืžืง k, ืขื‘ื•ืจ ืžืกืคืจ ืฉืœื ืฉืœ ka ืœื ืฉืœื™ืœื™. ื–ึถื”
ื™ื›ื•ืœ ืœืฉืžืฉ ืœื”ืคืขืœืช ื—ื™ืคื•ืฉ ื”ืคื•ืš ืขืœ ืขืฆื™ ืžืฉื ื” ื›ืชื”ืœื™ื›ื™ื ื ืคืจื“ื™ื, ืœืžืฉืœ ื‘-a
ืกื‘ื™ื‘ืช ืžื—ืฉื•ื‘ ืžื‘ื•ื–ืจืช.

ืœื ืฉืœื™ืœื™ // ืืคืฉืจื•ืช ื–ื• ื—ื™ื™ื‘ืช ืœื‘ื•ื ืœืคื ื™ ื”ืฆื”ืจืช begin// //H-representation ื‘ืœื‘ื“
// ื‘ืื’: ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ืจืง ืื ื”ืžืงื•ืจ ื”ื•ื ืงื•ื“ืงื•ื“ ืฉืœ ื”ืคื•ืœื™ื“ืจื•ืŸ ืœื‘ืขื™ื•ืช ื”ื™ื›ืŸ
ื”ืงืœื˜ ื”ื•ื ื™ื™ืฆื•ื’ H ืฉืœ ื”ืฆื•ืจื” b+Ax>=0, x>=0 (ื›ืœื•ืžืจ ื›ืœ ื”ืžืฉืชื ื™ื
ืœื ืฉืœื™ืœื™, ื›ืœ ื”ืื™ืœื•ืฆื™ื ืื™ ืฉื•ื•ื™ื•ืŸ) ืื™ืŸ ืฆื•ืจืš ืœืชืช ืืช ื”ืœื ืฉืœื™ืœื™
ืื™ืœื•ืฆื™ื ื‘ืžืคื•ืจืฉ ืื ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืืคืฉืจื•ืช ื”ืœื-ืฉืœื™ืœื™ืช. ืœื ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืืคืฉืจื•ืช ื–ื• ืขื‘ื•ืจ
ื™ื™ืฆื•ื’ื™ V, ืื• ืขื ืืคืฉืจื•ืช ื”ืœื™ื ื™ืืจื™ื•ืช (ื‘ืžืงืจื” ื–ื” ื”ืœื™ื ืืจื™ื•ืช ื™ื”ื™ื•
ืžืชื™ื™ื—ืกื™ื ืืœื™ื• ื›ืืœ ืื™ ืฉื•ื•ื™ื•ืŸ). ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืืคืฉืจื•ืช ื–ื• ืขื redund , ืืš ื”ืžืฉืชืžืข
ืื™ืœื•ืฆื™ ืื™-ืฉืœื™ืœื™ื•ืช ืื™ื ื ื ื‘ื“ืงื™ื ื‘ืขืฆืžื ืœื’ื‘ื™ ื™ืชื™ืจื•ืช. ื›ื“ื™ ืœื‘ื“ื•ืง ื”ื›ืœ ืืช ื–ื”
ื™ืฉ ืฆื•ืจืš ืœื”ื–ื™ืŸ ืืช ืื™ืœื•ืฆื™ ื”ื‘ืœืชื™-ืฉืœื™ืœื™ื•ืช ื‘ืžืคื•ืจืฉ ื‘ืงื•ื‘ืฅ ื”ืงืœื˜. (ื‘-Ver
4.1, ื”ืžืงื•ืจ ื—ื™ื™ื‘ ืœื”ื™ื•ืช ืงื•ื“ืงื•ื“).

printcobasis k;ืฉื•ื ื” ื‘-lrs 4.0 ื›ืœ k'th cobasis ืžื•ื“ืคืก. ืื k ืžื•ืฉืžื˜, ื”-
cobasis ืžื•ื“ืคืก ืขื‘ื•ืจ ื›ืœ ืงื•ื“ืงื•ื“/ืงืจืŸ/ืคืŸ ืฉืžื•ืคืง. ืœื˜ื•ื•ื— ืืจื•ืš ื–ื” ืฉื™ืžื•ืฉื™
ื›ื“ื™ ืœื”ื“ืคื™ืก ืืช ื”-cobas ืžื“ื™ ืคืขื ื›ื“ื™ ืฉื ื™ืชืŸ ื™ื”ื™ื” ืœื”ืคืขื™ืœ ืžื—ื“ืฉ ืืช ื”ืชื•ื›ื ื™ืช ื‘ืžื™ื“ืช ื”ืฆื•ืจืš.
ื™ื™ืฆื•ื’ H: ืื ื”ืงืœื˜ ื”ื•ื ื™ื™ืฆื•ื’ H, ื”ืงื•ื‘ืกื™ืก ื”ื•ื ืจืฉื™ืžื” ืฉืœ ื”ืžื“ื“ื™ื
ืื™ ื”ืฉื•ื•ื™ื•ืŸ ืžืงื•ื‘ืฅ ื”ืงืœื˜ ืฉืžื’ื“ื™ืจื™ื ืืช ื”ืงื•ื“ืงื•ื“ ืื• ื”ืงืจืŸ ื”ื ื•ื›ื—ื™ืช. ืจืื” ืืคืฉืจื•ืช
ืฉื›ื™ื—ื•ืช ืœืขื™ืœ ืœืžื™ื“ืข ื ื•ืกืฃ. ืขื‘ื•ืจ ืงืจื ื™ื™ื, ืžื•ื“ืคืก ื’ื ืงื•ื‘ืกื™ืก. ื‘ืžืงืจื” ื”ื–ื”
ื”ืงื•-ื‘ืกื™ืก ื”ื•ื ื”ืงื•-ื‘ืกื™ืก ืฉืœ ื”ืงื•ื“ืงื•ื“ ืฉืžืžื ื• ื‘ื•ืงืขืช ื”ืงืจืŸ. ืื—ื“ ื”ืžื“ื“ื™ื
ืžืกื•ืžืŸ ื‘ื›ื•ื›ื‘, ื–ื” ืžืฆื™ื™ืŸ ืืช ืื™-ื”ืฉื•ื•ื™ื•ืŸ ืฉื™ืฉ ืœื”ื•ืจื™ื“ ืžื”-cobase ื›ื“ื™ ืœื”ื’ื“ื™ืจ ืืช
ืงึถืจึถืŸ. ืœื—ื™ืœื•ืคื™ืŸ, ืื ื” allbasesื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืืคืฉืจื•ืช, ื›ืœ ื”ืงื•ื‘ืกื™ื ื™ื•ื“ืคืกื•.
ื™ื™ืฆื•ื’ V: ืื ื”ืงืœื˜ ื”ื•ื ื™ื™ืฆื•ื’ V, ื”-cobasis ื”ื•ื ืจืฉื™ืžื” ืฉืœ ื”ืงืœื˜
ืงื•ื“ืงื•ื“ื™ื / ืงืจื ื™ื™ื ื”ืžื’ื“ื™ืจื™ื ืืช ื”ืคืŸ ื”ื ื•ื›ื—ื™. ืจืื” ืืคืฉืจื•ืช ืฉื›ื™ื—ื•ืช ืœืžืขืœื” ืœืขื•ื“
ืžึตื™ื“ึธืข. ืœื™ื–ื•ื LRS ืžื”ืคืŸ ื”ื–ื” ื™ืฉ ืœืชืช ืืช ื›ืœ 4 ื”ืžื“ื“ื™ื ื‘ืกื“ืจ ื”ื–ื”
(ื”ืฉืžื™ื˜ ืืช ื”*).

printslack ื—ื“ืฉ ื‘ื’ืจืกื” 4.2; // ื”ืฉืชืžืฉ ืขื H-representation // lrs ืžื“ืคื™ืก ืจืฉื™ืžื” ืฉืœ
ืžื“ื“ื™ื ืฉืœ ืื™-ื”ืฉื•ื•ื™ื•ืŸ ื”ืงืœื˜ ืฉืžืกื•ืคืงื™ื ืืš ื•ืจืง ืขื‘ื•ืจ ื”ืงื•ื“ืงื•ื“ ื”ื ื•ื›ื—ื™, ื›ืœื•ืžืจ.
ืžืฉืชื ื” ื”ืจืคื™ื•ืŸ ื”ืžืชืื™ื ื”ื•ื ื—ื™ื•ื‘ื™. ืื ืžื•ื’ื“ืจ ืœื ืฉืœื™ืœื™, ื”ืจืฉื™ืžื” ืชื”ื™ื” ื’ื ื›ืŸ
ื›ืœื•ืœ ืžื“ื“ื™ื n+i ืขื‘ื•ืจ ื›ืœ ืžืฉืชื ื” ื”ื—ืœื˜ื” xi ืฉื”ื•ื ื—ื™ื•ื‘ื™. ืคึผืจื•ึนื™ึถืงื˜ ื‘ืฉื™ืžื•ืฉ ืขืœ ื™ื“ื™
lrsfourier[8] ื‘ืœื‘ื“.

ื”ืคืขืœื” ืžื—ื“ืฉ V# R# B# ืขื•ืžืง {ืคึผึธืŸ #s or ืงื•ื“ืงื•ื“/ืงืจืŸ #s} ืฉื•ื ื” ื‘-lrs4.0 LRS ื™ื›ื•ืœ ืœื”ื™ื•ืช
ื”ื•ืคืขืœ ืžื—ื“ืฉ ืžื›ืœ ื‘ืกื™ืก ื™ื“ื•ืข. ื”ื—ื™ืฉื•ื‘ ื™ืžืฉื™ืš ืœืกื™ื•ื ืจื’ื™ืœ. ืืช ื›ืœ
ืฉืœ ื”ืžื™ื“ืข ื›ืœื•ืœ ื‘ืคืœื˜ ืžื printcobasis ืื•ึนืคึผึฐืฆึดื™ึธื”. ื” ืœื”ื–ืžื™ืŸ of
ืžื” ื”ื™ื ืžื“ื“ื™ื is ืžืื•ื“ ื—ึธืฉืื•ึผื‘, ื”ื–ืŸ ืื•ืชื ื‘ื“ื™ื•ืง ื›ืคื™ ืฉื”ื ืžื•ืคื™ืขื™ื ื‘ืคืœื˜ ืžื”-
ืจื™ืฆื” ืฉื”ื•ืคืกืงื” ื‘ืขื‘ืจ.

startcobasis i1i2i ... ื‘- 1 ื–ื” ืžืืคืฉืจ ืœืžืฉืชืžืฉ ืœืฆื™ื™ืŸ ื‘ืกื™ืก ื™ื“ื•ืข ืขื‘ื•ืจ
ืžืชื—ื™ืœื™ื ืืช ื”ื—ื™ืคื•ืฉ ื”ื”ืคื•ืš. i1i2i ... ื‘- 1 ื”ื™ื ืจืฉื™ืžื” ืฉืœ ืื™ ื”ืฉื•ื•ื™ื•ืŸ (ืขื‘ื•ืจ
H-representation) ืื• ืงื•ื“ืงื•ื“ื™ื/ืงืจื ื™ื™ื (ืขื‘ื•ืจ ื™ื™ืฆื•ื’ V) ื”ืžื’ื“ื™ืจื™ื ืงื•-ื‘ืกื™ืก. ืื ื–ื”
ืœื ื—ื•ืงื™, ืื• ืฉื”ืืคืฉืจื•ืช ื”ื–ื• ืœื ืฆื•ื™ื ื”, LRS ื™ืžืฆื ื‘ืกื™ืก ื”ืชื—ืœืชื™ ืžืฉืœื•. ื”
ืขืฅ ื”ื—ื™ืคื•ืฉ ื”ื”ืคื•ืš ื ื—ืชืš (ื’ื–ื) ื‘ื›ืœ ืคืขื ืฉื ืชืงืœ ื‘ืงื•ื“ืงื•ื“ ื—ื“ืฉ. ื”ืขืจื”: ื–ื”
ืžืฆื™ื™ืŸ ื‘ื”ื›ืจื— ืžื™ื™ืฆืจ ืืช ืงื‘ื•ืฆืช ื›ืœ ื”ืงื•ื“ืงื•ื“ื™ื ื”ืกืžื•ื›ื™ื ืœืงื•ื“ืงื•ื“ ื”ืื•ืคื˜ื™ืžืœื™ ื‘
ื”ืคื•ืœื™ื”ื“ืจื•ืŸ, ืืœื ืจืง ืชืช-ืงื‘ื•ืฆื” ืžื”ื.

ืžึดืœื•ึผืœึดื™ื”ื“ืคืก ืžื™ื“ืข ืงืฆืช ื™ื•ืชืจ ืžืคื•ืจื˜ ืขืœ ื”ืจื™ืฆื”.

ื›ึผึถืจึถืš // ื™ื™ืฆื•ื’ V ื‘ืœื‘ื“ // ื—ื™ืฉื•ื‘ ื ืคื— - ืจืื” ืกืขื™ืฃ ืชื›ื•ืœื” ื—ื™ืฉื•ื‘.[9]

voronoi // ื™ื™ืฆื•ื’ V ื‘ืœื‘ื“ - ืžืงื•ื ืžื™ื“ ืœืื—ืจ ื”ืฆื”ืจืช ืกื•ืฃ // ืžื—ืฉื‘
ื“ื™ืื’ืจืžืช Voronoi - ืจืื” ืกืขื™ืฃ ื•ื•ืจื•ื ื•ื™ ื“ื™ืื’ืจืžื•ืช.[10]

ืื•ืจื™ื


1. ื“ืฃ ืฉืืœื•ืช ื ืคื•ืฆื•ืช
http://www.ifor.math.ethz.ch/staff/fukuda/polyfaq/polyfaq.html

2. CDD
http://www.cs.mcgill.ca/%7Efukuda/soft/cdd_home/cdd.html

3. ืœื™ื ืืจื™ื•ืช
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#ืœื™ื ืืจื™ื•ืช

4. ื›ืคื™ืœื•ืช ืคืœื˜
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Output%20ื›ืคื•ืœ

5.
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Hints%20and%20Comments

6. ื”ืขืจื›ื”.
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Estimation

7. ืชื›ื ื•ืช ืœื™ื ืืจื™
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Linear%20Programming

8. lrsfourier
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#fourier

9. ื—ื™ืฉื•ื‘ ื ืคื—.
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Volume%20Computation

10. ื“ื™ืื’ืจืžื•ืช ื•ื•ืจื•ื ื•.
http://cgm.cs.mcgill.ca/%7Eavis/C/lrslib/USERGUIDE.html#Voronoi%20ื“ื™ืื’ืจืžื•ืช

ื”ืฉืชืžืฉ ื‘-lrsfourier ื‘ืื™ื ื˜ืจื ื˜ ื‘ืืžืฆืขื•ืช ืฉื™ืจื•ืชื™ onworks.net


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