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<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML//EN">
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<html>
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<head>
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<title>qhull -- convex hull and related structures</title>
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</head>
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<body>
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<!-- Navigation links -->
|
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<p><b><a name="TOP">Up</a></b><b>:</b> <a href="http://www.qhull.org">Home page</a> for Qhull<br>
|
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<b>Up:</b> <a href="index.htm#TOC">Qhull manual</a>: Table of Contents<br>
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<b>To:</b> <a href="qh-quick.htm#programs">Programs</a>
|
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• <a href="qh-quick.htm#options">Options</a>
|
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• <a href="qh-opto.htm#output">Output</a>
|
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• <a href="qh-optf.htm#format">Formats</a>
|
||||
• <a href="qh-optg.htm#geomview">Geomview</a>
|
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• <a href="qh-optp.htm#print">Print</a>
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• <a href="qh-optq.htm#qhull">Qhull</a>
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• <a href="qh-optc.htm#prec">Precision</a>
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• <a href="qh-optt.htm#trace">Trace</a>
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• <a href="../src/libqhull_r/index.htm">Functions</a><br>
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<b>To:</b> <a href="#synopsis">sy</a>nopsis • <a href="#input">in</a>put
|
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• <a href="#outputs">ou</a>tputs • <a href="#controls">co</a>ntrols
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• <a href="#options">op</a>tions
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<hr>
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<!-- Main text of document -->
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<h1><a
|
||||
href="http://www.geom.uiuc.edu/graphics/pix/Special_Topics/Computational_Geometry/cone.html"><img
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src="qh--cone.gif" alt="[cone]" align="middle" width="100"
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||||
height="100"></a>qhull -- convex hull and related structures</h1>
|
||||
|
||||
<p>The convex hull of a set of points is the smallest convex set
|
||||
containing the points. The Delaunay triangulation and furthest-site
|
||||
Delaunay triangulation are equivalent to a convex hull in one
|
||||
higher dimension. Halfspace intersection about a point is
|
||||
equivalent to a convex hull by polar duality.
|
||||
|
||||
<p>The <tt>qhull</tt> program provides options to build these
|
||||
structures and to experiment with the process. Use the
|
||||
<a href=qconvex.htm>qconvex</a>,
|
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<a href=qdelaun.htm>qdelaunay</a>, <a href=qhalf.htm>qhalf</a>,
|
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and <a href=qvoronoi.htm>qvoronoi</a> programs
|
||||
to build specific structures. You may use <tt>qhull</tt> instead.
|
||||
It takes the same options and uses the same code.
|
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<blockquote>
|
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<dl>
|
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<dt><b>Example:</b> rbox 1000 D3 | qhull
|
||||
<a href="qh-optc.htm#Cn">C-1e-4</a>
|
||||
<a href="qh-optf.htm#FO">FO</a>
|
||||
<a href="qh-optt.htm#Ts">Ts</a>
|
||||
</dt>
|
||||
<dd>Compute the 3-d convex hull of 1000 random
|
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points.
|
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Centrums must be 10^-4 below neighboring
|
||||
hyperplanes. Print the options and precision constants.
|
||||
When done, print statistics. These options may be
|
||||
used with any of the Qhull programs.</dd>
|
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<dt> </dt>
|
||||
<dt><b>Example:</b> rbox 1000 D3 | qhull <a href=qhull.htm#outputs>d</a>
|
||||
<a href="qh-optq.htm#Qbb">Qbb</a>
|
||||
<a href="qh-optc.htm#Rn">R1e-4</a>
|
||||
<a href="qh-optq.htm#Q0">Q0</a></dt>
|
||||
<dd>Compute the 3-d Delaunay triangulation of 1000 random
|
||||
points. Randomly perturb all calculations by
|
||||
[0.9999,1.0001]. Do not correct precision problems.
|
||||
This leads to serious precision errors.</dd>
|
||||
</dl>
|
||||
</blockquote>
|
||||
<p>Use the following equivalences when calling <tt>qhull</tt> in 2-d to 4-d (a 3-d
|
||||
Delaunay triangulation is a 4-d convex hull):
|
||||
<blockquote>
|
||||
<ul>
|
||||
<li>
|
||||
<a href="qconvex.htm">qconvex</a> == qhull
|
||||
<li>
|
||||
<a href=qdelaun.htm>qdelaunay</a> == qhull d <a href="qh-optq.htm#Qbb">Qbb</a>
|
||||
<li>
|
||||
<a href=qhalf.htm>qhalf</a> == qhull H
|
||||
<li>
|
||||
<a href=qvoronoi.htm>qvoronoi</a> == qhull v <a href="qh-optq.htm#Qbb">Qbb</a>
|
||||
</ul>
|
||||
</blockquote>
|
||||
|
||||
<p>Use the following equivalences when calling <tt>qhull</tt> in 5-d and higher (a 4-d
|
||||
Delaunay triangulation is a 5-d convex hull):
|
||||
<blockquote>
|
||||
<ul>
|
||||
<li>
|
||||
<a href="qconvex.htm">qconvex</a> == qhull <a href="qh-optq.htm#Qx">Qx</a>
|
||||
<li>
|
||||
<a href=qdelaun.htm>qdelaunay</a> == qhull d <a href="qh-optq.htm#Qbb">Qbb</a> <a href="qh-optq.htm#Qx">Qx</a>
|
||||
<li>
|
||||
<a href=qhalf.htm>qhalf</a> == qhull H <a href="qh-optq.htm#Qx">Qx</a>
|
||||
<li>
|
||||
<a href=qvoronoi.htm>qvoronoi</a> == qhull v <a href="qh-optq.htm#Qbb">Qbb</a> <a href="qh-optq.htm#Qx">Qx</a>
|
||||
</ul>
|
||||
</blockquote>
|
||||
|
||||
|
||||
<p>By default, Qhull merges coplanar facets. For example, the convex
|
||||
hull of a cube's vertices has six facets.
|
||||
|
||||
<p>If you use '<a href="qh-optq.htm#Qt">Qt</a>' (triangulated output),
|
||||
all facets will be simplicial (e.g., triangles in 2-d). For the cube
|
||||
example, it will have 12 facets. Some facets may be
|
||||
degenerate and have zero area.
|
||||
|
||||
<p>If you use '<a href="qh-optq.htm#QJn">QJ</a>' (joggled input),
|
||||
all facets will be simplicial. The corresponding vertices will be
|
||||
slightly perturbed. Joggled input is less accurate that triangulated
|
||||
output.See <a
|
||||
href="qh-impre.htm#joggle">Merged facets or joggled input</a>. </p>
|
||||
|
||||
<p>The output for 4-d convex hulls may be confusing if the convex
|
||||
hull contains non-simplicial facets (e.g., a hypercube). See
|
||||
<a href=qh-faq.htm#extra>Why
|
||||
are there extra points in a 4-d or higher convex hull?</a><br>
|
||||
</p>
|
||||
|
||||
<p><b>Copyright © 1995-2015 C.B. Barber</b></p>
|
||||
|
||||
<hr>
|
||||
|
||||
<h3><a href="#TOP">»</a><a name="synopsis">qhull synopsis</a></h3>
|
||||
<pre>
|
||||
qhull- compute convex hulls and related structures.
|
||||
input (stdin): dimension, n, point coordinates
|
||||
comments start with a non-numeric character
|
||||
halfspace: use dim+1 and put offsets after coefficients
|
||||
|
||||
options (qh-quick.htm):
|
||||
d - Delaunay triangulation by lifting points to a paraboloid
|
||||
d Qu - furthest-site Delaunay triangulation (upper convex hull)
|
||||
v - Voronoi diagram as the dual of the Delaunay triangulation
|
||||
v Qu - furthest-site Voronoi diagram
|
||||
H1,1 - Halfspace intersection about [1,1,0,...] via polar duality
|
||||
Qt - triangulated output
|
||||
QJ - joggle input instead of merging facets
|
||||
Tv - verify result: structure, convexity, and point inclusion
|
||||
. - concise list of all options
|
||||
- - one-line description of all options
|
||||
|
||||
Output options (subset):
|
||||
s - summary of results (default)
|
||||
i - vertices incident to each facet
|
||||
n - normals with offsets
|
||||
p - vertex coordinates (if 'Qc', includes coplanar points)
|
||||
if 'v', Voronoi vertices
|
||||
Fp - halfspace intersections
|
||||
Fx - extreme points (convex hull vertices)
|
||||
FA - compute total area and volume
|
||||
o - OFF format (if 'v', outputs Voronoi regions)
|
||||
G - Geomview output (2-d, 3-d and 4-d)
|
||||
m - Mathematica output (2-d and 3-d)
|
||||
QVn - print facets that include point n, -n if not
|
||||
TO file- output results to file, may be enclosed in single quotes
|
||||
|
||||
examples:
|
||||
rbox c d D2 | qhull Qc s f Fx | more rbox 1000 s | qhull Tv s FA
|
||||
rbox 10 D2 | qhull d QJ s i TO result rbox 10 D2 | qhull v Qbb Qt p
|
||||
rbox 10 D2 | qhull d Qu QJ m rbox 10 D2 | qhull v Qu QJ o
|
||||
rbox c | qhull n rbox c | qhull FV n | qhull H Fp
|
||||
rbox d D12 | qhull QR0 FA rbox c D7 | qhull FA TF1000
|
||||
rbox y 1000 W0 | qhull rbox 10 | qhull v QJ o Fv
|
||||
</pre>
|
||||
|
||||
<h3><a href="#TOP">»</a><a name="input">qhull input</a></h3>
|
||||
<blockquote>
|
||||
|
||||
<p>The input data on <tt>stdin</tt> consists of:</p>
|
||||
<ul>
|
||||
<li>dimension
|
||||
<li>number of points</li>
|
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<li>point coordinates</li>
|
||||
</ul>
|
||||
|
||||
<p>Use I/O redirection (e.g., qhull < data.txt), a pipe (e.g., rbox 10 | qhull),
|
||||
or the '<a href=qh-optt.htm#TI>TI</a>' option (e.g., qhull TI data.txt).
|
||||
|
||||
<p>Comments start with a non-numeric character. Error reporting is
|
||||
simpler if there is one point per line. Dimension
|
||||
and number of points may be reversed. For halfspace intersection,
|
||||
an interior point may be prepended (see <a href=qhalf.htm#input>qhalf input</a>).
|
||||
|
||||
<p>Here is the input for computing the convex
|
||||
hull of the unit cube. The output is the normals, one
|
||||
per facet.</p>
|
||||
|
||||
<blockquote>
|
||||
<p>rbox c > data </p>
|
||||
<pre>
|
||||
3 RBOX c
|
||||
8
|
||||
-0.5 -0.5 -0.5
|
||||
-0.5 -0.5 0.5
|
||||
-0.5 0.5 -0.5
|
||||
-0.5 0.5 0.5
|
||||
0.5 -0.5 -0.5
|
||||
0.5 -0.5 0.5
|
||||
0.5 0.5 -0.5
|
||||
0.5 0.5 0.5
|
||||
</pre>
|
||||
<p>qhull s n < data</p>
|
||||
<pre>
|
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|
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Convex hull of 8 points in 3-d:
|
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|
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Number of vertices: 8
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Number of facets: 6
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Number of non-simplicial facets: 6
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Statistics for: RBOX c | QHULL s n
|
||||
|
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Number of points processed: 8
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Number of hyperplanes created: 11
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Number of distance tests for qhull: 35
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Number of merged facets: 6
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Number of distance tests for merging: 84
|
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CPU seconds to compute hull (after input): 0.081
|
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|
||||
4
|
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6
|
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0 0 -1 -0.5
|
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0 -1 0 -0.5
|
||||
1 0 0 -0.5
|
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-1 0 0 -0.5
|
||||
0 1 0 -0.5
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0 0 1 -0.5
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||||
</pre>
|
||||
</blockquote>
|
||||
|
||||
</blockquote>
|
||||
<h3><a href="#TOP">»</a><a name="outputs">qhull outputs</a></h3>
|
||||
<blockquote>
|
||||
|
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<p>These options control the output of qhull. They may be used
|
||||
individually or together.</p>
|
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<blockquote>
|
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<dl compact>
|
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<dt> </dt>
|
||||
<dd><b>General</b></dd>
|
||||
<dt><a>qhull</a></dt>
|
||||
<dd>compute the convex hull of the input points.
|
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See <a href=qconvex.htm>qconvex</a>.</dd>
|
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<dt><a name="d">qhull d Qbb</a></dt>
|
||||
<dd>compute the Delaunay triangulation by lifting the points
|
||||
to a paraboloid. Use option '<a href="qh-optq.htm#Qbb">Qbb</a>'
|
||||
to scale the paraboloid and improve numeric precision.
|
||||
See <a href=qdelaun.htm>qdelaunay</a>.</dd>
|
||||
<dt><a name="v">qhull v Qbb</a></dt>
|
||||
<dd>compute the Voronoi diagram by computing the Delaunay
|
||||
triangulation. Use option '<a href="qh-optq.htm#Qbb">Qbb</a>'
|
||||
to scale the paraboloid and improve numeric precision.
|
||||
See <a href=qvoronoi.htm>qvoronoi</a>.</dd>
|
||||
<dt><a name="H">qhull H</a></dt>
|
||||
<dd>compute the halfspace intersection about a point via polar
|
||||
duality. The point is below the hyperplane that defines the halfspace.
|
||||
See <a href=qhalf.htm>qhalf</a>.</dd>
|
||||
</dl>
|
||||
</blockquote>
|
||||
|
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<p>For a full list of output options see
|
||||
<blockquote>
|
||||
<ul>
|
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<li><a href="qh-opto.htm#output">Output</a> formats</li>
|
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<li><a href="qh-optf.htm#format">Additional</a> I/O
|
||||
formats</li>
|
||||
<li><a href="qh-optg.htm#geomview">Geomview</a>
|
||||
output options</li>
|
||||
<li><a href="qh-optp.htm#print">Print</a> options</li>
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||||
</ul>
|
||||
</blockquote>
|
||||
|
||||
</blockquote>
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<h3><a href="#TOP">»</a><a name="controls">qhull controls</a></h3>
|
||||
<blockquote>
|
||||
|
||||
<p>For a full list of control options see
|
||||
<blockquote>
|
||||
<ul>
|
||||
<li><a href="qh-optq.htm#qhull">Qhull</a> control
|
||||
options</li>
|
||||
<li><a href="qh-optc.htm#prec">Precision</a> options</li>
|
||||
<li><a href="qh-optt.htm#trace">Trace</a> options</li>
|
||||
</ul>
|
||||
</blockquote>
|
||||
|
||||
</blockquote>
|
||||
<h3><a href="#TOP">»</a><a name="options">qhull options</a></h3>
|
||||
|
||||
<pre>
|
||||
qhull- compute convex hulls and related structures.
|
||||
http://www.qhull.org
|
||||
|
||||
input (stdin):
|
||||
first lines: dimension and number of points (or vice-versa).
|
||||
other lines: point coordinates, best if one point per line
|
||||
comments: start with a non-numeric character
|
||||
halfspaces: use dim plus one and put offset after coefficients.
|
||||
May be preceded by a single interior point ('H').
|
||||
|
||||
options:
|
||||
d - Delaunay triangulation by lifting points to a paraboloid
|
||||
d Qu - furthest-site Delaunay triangulation (upper convex hull)
|
||||
v - Voronoi diagram (dual of the Delaunay triangulation)
|
||||
v Qu - furthest-site Voronoi diagram
|
||||
Hn,n,... - halfspace intersection about point [n,n,0,...]
|
||||
Qt - triangulated output
|
||||
QJ - joggle input instead of merging facets
|
||||
Qc - keep coplanar points with nearest facet
|
||||
Qi - keep interior points with nearest facet
|
||||
|
||||
Qhull control options:
|
||||
Qbk:n - scale coord k so that low bound is n
|
||||
QBk:n - scale coord k so that upper bound is n (QBk is 0.5)
|
||||
QbB - scale input to unit cube centered at the origin
|
||||
Qbb - scale last coordinate to [0,m] for Delaunay triangulations
|
||||
Qbk:0Bk:0 - remove k-th coordinate from input
|
||||
QJn - randomly joggle input in range [-n,n]
|
||||
QRn - random rotation (n=seed, n=0 time, n=-1 time/no rotate)
|
||||
Qf - partition point to furthest outside facet
|
||||
Qg - only build good facets (needs 'QGn', 'QVn', or 'PdD')
|
||||
Qm - only process points that would increase max_outside
|
||||
Qr - process random outside points instead of furthest ones
|
||||
Qs - search all points for the initial simplex
|
||||
Qu - for 'd' or 'v', compute upper hull without point at-infinity
|
||||
returns furthest-site Delaunay triangulation
|
||||
Qv - test vertex neighbors for convexity
|
||||
Qx - exact pre-merges (skips coplanar and anglomaniacs facets)
|
||||
Qz - add point-at-infinity to Delaunay triangulation
|
||||
QGn - good facet if visible from point n, -n for not visible
|
||||
QVn - good facet if it includes point n, -n if not
|
||||
Q0 - turn off default p remerge with 'C-0'/'Qx'
|
||||
Q1 - sort merges by type instead of angle
|
||||
Q2 - merge all non-convex at once instead of independent sets
|
||||
Q3 - do not merge redundant vertices
|
||||
Q4 - avoid old>new merges
|
||||
Q5 - do not correct outer planes at end of qhull
|
||||
Q6 - do not pre-merge concave or coplanar facets
|
||||
Q7 - depth-first processing instead of breadth-first
|
||||
Q8 - do not process near-inside points
|
||||
Q9 - process furthest of furthest points
|
||||
Q10 - no special processing for narrow distributions
|
||||
Q11 - copy normals and recompute centrums for tricoplanar facets
|
||||
Q12 - do not error on wide merge due to duplicate ridge and nearly coincident points
|
||||
|
||||
Towpaths Trace options:
|
||||
T4 - trace at level n, 4=all, 5=mem/gauss, -1= events
|
||||
Tc - check frequently during execution
|
||||
Ts - print statistics
|
||||
Tv - verify result: structure, convexity, and point inclusion
|
||||
Tz - send all output to stdout
|
||||
TFn - report summary when n or more facets created
|
||||
TI file - input data from file, no spaces or single quotes
|
||||
TO file - output results to file, may be enclosed in single quotes
|
||||
TPn - turn on tracing when point n added to hull
|
||||
TMn - turn on tracing at merge n
|
||||
TWn - trace merge facets when width > n
|
||||
TRn - rerun qhull n times. Use with 'QJn'
|
||||
TVn - stop qhull after adding point n, -n for before (see TCn)
|
||||
TCn - stop qhull after building cone for point n (see TVn)
|
||||
|
||||
Precision options:
|
||||
Cn - radius of centrum (roundoff added). Merge facets if non-convex
|
||||
An - cosine of maximum angle. Merge facets if cosine > n or non-convex
|
||||
C-0 roundoff, A-0.99/C-0.01 pre-merge, A0.99/C0.01 post-merge
|
||||
En - max roundoff error for distance computation
|
||||
Rn - randomly perturb computations by a factor of [1-n,1+n]
|
||||
Vn - min distance above plane for a visible facet (default 3C-n or En)
|
||||
Un - max distance below plane for a new, coplanar point (default Vn)
|
||||
Wn - min facet width for outside point (before roundoff, default 2Vn)
|
||||
|
||||
Output formats (may be combined; if none, produces a summary to stdout):
|
||||
f - facet dump
|
||||
G - Geomview output (see below)
|
||||
i - vertices incident to each facet
|
||||
m - Mathematica output (2-d and 3-d)
|
||||
o - OFF format (dim, points and facets; Voronoi regions)
|
||||
n - normals with offsets
|
||||
p - vertex coordinates or Voronoi vertices (coplanar points if 'Qc')
|
||||
s - summary (stderr)
|
||||
|
||||
More formats:
|
||||
Fa - area for each facet
|
||||
FA - compute total area and volume for option 's'
|
||||
Fc - count plus coplanar points for each facet
|
||||
use 'Qc' (default) for coplanar and 'Qi' for interior
|
||||
FC - centrum or Voronoi center for each facet
|
||||
Fd - use cdd format for input (homogeneous with offset first)
|
||||
FD - use cdd format for numeric output (offset first)
|
||||
FF - facet dump without ridges
|
||||
Fi - inner plane for each facet
|
||||
for 'v', separating hyperplanes for bounded Voronoi regions
|
||||
FI - ID of each facet
|
||||
Fm - merge count for each facet (511 max)
|
||||
FM - Maple output (2-d and 3-d)
|
||||
Fn - count plus neighboring facets for each facet
|
||||
FN - count plus neighboring facets for each point
|
||||
Fo - outer plane (or max_outside) for each facet
|
||||
for 'v', separating hyperplanes for unbounded Voronoi regions
|
||||
FO - options and precision constants
|
||||
Fp - dim, count, and intersection coordinates (halfspace only)
|
||||
FP - nearest vertex and distance for each coplanar point
|
||||
FQ - command used for qhull
|
||||
Fs - summary: #int (8), dimension, #points, tot vertices, tot facets,
|
||||
output: #vertices, #facets, #coplanars, #nonsimplicial
|
||||
#real (2), max outer plane, min vertex
|
||||
FS - sizes: #int (0)
|
||||
#real(2) tot area, tot volume
|
||||
Ft - triangulation with centrums for non-simplicial facets (OFF format)
|
||||
Fv - count plus vertices for each facet
|
||||
for 'v', Voronoi diagram as Voronoi vertices for pairs of sites
|
||||
FV - average of vertices (a feasible point for 'H')
|
||||
Fx - extreme points (in order for 2-d)
|
||||
|
||||
Geomview options (2-d, 3-d, and 4-d; 2-d Voronoi)
|
||||
Ga - all points as dots
|
||||
Gp - coplanar points and vertices as radii
|
||||
Gv - vertices as spheres
|
||||
Gi - inner planes only
|
||||
Gn - no planes
|
||||
Go - outer planes only
|
||||
Gc - centrums
|
||||
Gh - hyperplane intersections
|
||||
Gr - ridges
|
||||
GDn - drop dimension n in 3-d and 4-d output
|
||||
Gt - for 3-d 'd', transparent outer ridges
|
||||
|
||||
Print options:
|
||||
PAn - keep n largest facets by area
|
||||
Pdk:n - drop facet if normal[k] <= n (default 0.0)
|
||||
PDk:n - drop facet if normal[k] >= n
|
||||
Pg - print good facets (needs 'QGn' or 'QVn')
|
||||
PFn - keep facets whose area is at least n
|
||||
PG - print neighbors of good facets
|
||||
PMn - keep n facets with most merges
|
||||
Po - force output. If error, output neighborhood of facet
|
||||
Pp - do not report precision problems
|
||||
|
||||
. - list of all options
|
||||
- - one line descriptions of all options
|
||||
</pre>
|
||||
|
||||
<!-- Navigation links -->
|
||||
<hr>
|
||||
|
||||
<p><b>Up:</b> <a href="http://www.qhull.org">Home page</a> for Qhull<br>
|
||||
<b>Up:</b> <a href="index.htm#TOC">Qhull manual</a>: Table of Contents<br>
|
||||
<b>To:</b> <a href="qh-quick.htm#programs">Programs</a>
|
||||
• <a href="qh-quick.htm#options">Options</a>
|
||||
• <a href="qh-opto.htm#output">Output</a>
|
||||
• <a href="qh-optf.htm#format">Formats</a>
|
||||
• <a href="qh-optg.htm#geomview">Geomview</a>
|
||||
• <a href="qh-optp.htm#print">Print</a>
|
||||
• <a href="qh-optq.htm#qhull">Qhull</a>
|
||||
• <a href="qh-optc.htm#prec">Precision</a>
|
||||
• <a href="qh-optt.htm#trace">Trace</a>
|
||||
• <a href="../src/libqhull_r/index.htm">Functions</a><br>
|
||||
<b>To:</b> <a href="#synopsis">sy</a>nopsis • <a href="#input">in</a>put
|
||||
• <a href="#outputs">ou</a>tputs • <a href="#controls">co</a>ntrols
|
||||
• <a href="#options">op</a>tions
|
||||
<!-- GC common information -->
|
||||
<hr>
|
||||
|
||||
<p><a href="http://www.geom.uiuc.edu/"><img src="qh--geom.gif"
|
||||
align="middle" width="40" height="40"></a><i>The Geometry Center
|
||||
Home Page </i></p>
|
||||
|
||||
<p>Comments to: <a href=mailto:qhull@qhull.org>qhull@qhull.org</a>
|
||||
</a><br>
|
||||
Created: Sept. 25, 1995 --- <!-- hhmts start --> Last modified: see top <!-- hhmts end --> </p>
|
||||
</body>
|
||||
</html>
|
||||
Reference in New Issue
Block a user