Provided by: qhull-bin_2020.2-6_amd64 
NAME
qhull - convex hull, Delaunay triangulation, Voronoi diagram, halfspace intersection about
a point, hull volume, facet area
SYNOPSIS
qhull- compute convex hulls and related structures
input (stdin): dimension, #points, point coordinates
first comment (non-numeric) is listed in the summary
halfspace: use dim plus one with 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 - joggled input instead of merged facets
Tv - verify result: structure, convexity, and point inclusion
. - concise list of all options
- - one-line description of each option
-? - this message
-V - version
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
FA - report total area and volume
Fp - halfspace intersections
FS - total area and volume
Fx - extreme points (convex hull vertices)
G - Geomview output (2-d, 3-d and 4-d)
m - Mathematica output (2-d and 3-d)
o - OFF format (if 'v', outputs Voronoi regions)
QVn - print facets that include point n, -n if not
TI file - input file, may be enclosed in single quotes
TO file - output file, may be enclosed in single quotes
examples:
rbox D4 | qhull Tv 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 d D2 | qhull Qc s f Fx | more 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 Qc rbox c | qhull n
- html manual: html/index.htm
- installation: README.txt
- see also: COPYING.txt, REGISTER.txt, Changes.txt
- WWW: <http://www.qhull.org>
- GIT: <git@github.com:qhull/qhull.git>
- news: <http://www.qhull.org/news>
- Geomview: <http://www.geomview.org>
- news group: <news:comp.graphics.algorithms>
- FAQ: <http://www.faqs.org/faqs/graphics/algorithms-faq/>
- email: qhull@qhull.org
- bug reports: qhull_bug@qhull.org
The sections are:
- INTRODUCTION
- DESCRIPTION, a description of Qhull
- IMPRECISION, how Qhull handles imprecision
- OPTIONS
- Input and output options
- Additional input/output formats
- Precision options
- Geomview options
- Print options
- Qhull options
- Trace options
- BUGS
- E-MAIL
- SEE ALSO
- AUTHORS
- ACKNOWLEGEMENTS
This man page briefly describes all Qhull options. Please report any mismatches with
Qhull's html manual (html/index.htm).
INTRODUCTION
Qhull is a general dimension code for computing convex hulls, Delaunay triangulations,
Voronoi diagram, furthest‐site Voronoi diagram, furthest‐site Delaunay triangulations, and
halfspace intersections about a point. It implements the Quickhull algorithm for
computing the convex hull. Qhull handles round‐off errors from floating point arithmetic.
It can approximate a convex hull.
The program includes options for hull volume, facet area, partial hulls, input
transformations, randomization, tracing, multiple output formats, and execution
statistics. The program can be called from within your application. You can view the
results in 2‐d, 3‐d and 4‐d with Geomview.
DESCRIPTION
The format of input is the following: first line contains the dimension, second line
contains the number of input points, and point coordinates follow. The dimension and
number of points can be reversed. Comments and line breaks are ignored. A comment starts
with a non‐numeric character and continues to the end of line. The first comment is
reported in summaries and statistics. Error reporting is better if there is one point per
line.
The default printout option is a short summary. There are many other output formats.
Qhull implements the Quickhull algorithm for convex hull. This algorithm combines the 2‐d
Quickhull algorithm with the n‐d beneath‐beyond algorithm [c.f., Preparata & Shamos '85].
It is similar to the randomized algorithms of Clarkson and others [Clarkson et al. '93].
The main advantages of Quickhull are output sensitive performance, reduced space
requirements, and automatic handling of precision problems.
The data structure produced by Qhull consists of vertices, ridges, and facets. A vertex
is a point of the input set. A ridge is a set of d vertices and two neighboring facets.
For example in 3‐d, a ridge is an edge of the polyhedron. A facet is a set of ridges, a
set of neighboring facets, a set of incident vertices, and a hyperplane equation. For
simplicial facets, the ridges are defined by the vertices and neighboring facets. When
Qhull merges two facets, it produces a non‐simplicial facet. A non‐simplicial facet has
more than d neighbors and may share more than one ridge with a neighbor.
IMPRECISION
Since Qhull uses floating point arithmetic, roundoff error may occur for each calculation.
This causes problems for most geometric algorithms.
Qhull automatically sets option 'C-0' in 2‐d, 3‐d, and 4‐d, or option 'Qx' in 5‐d and
higher. These options handle precision problems by merging facets. Alternatively, use
option 'QJ' to joggle the input.
With 'C-0', Qhull merges non‐convex facets while constructing the hull. The remaining
facets are clearly convex. With 'Qx', Qhull merges coplanar horizon facets, flipped
facets, concave facets and duplicated ridges. It merges coplanar facets after
constructing the hull. With 'Qx', coplanar points may be missed, but it appears to be
unlikely.
To guarantee triangular output, joggle the input with option 'QJ'. Facet merging will not
occur.
OPTIONS
To get a list of the most important options, execute 'qhull -?'. To get a complete list
of options, execute 'qhull -'. To get a complete, concise list of options, execute 'qhull
.'.
Options can be in any order. Capitalized options take an argument (except 'PG' and 'F'
options). Single letters are used for output formats and precision constants. The other
options are grouped into menus: output formats ('F'), Geomview output ('G'), printing
('P'), Qhull control ('Q'), and tracing ('T').
Main options:
default
Compute the convex hull of the input points. Report a summary of the result.
d Compute the Delaunay triangulation by lifting the input points to a paraboloid.
The 'o' option prints the input points and facets. The 'QJ' option guarantees
triangular output. The 'Ft' option prints a triangulation. It adds points (the
centrums) to non‐simplicial facets.
v Compute the Voronoi diagram from the Delaunay triangulation. The 'p' option prints
the Voronoi vertices. The 'o' option prints the Voronoi vertices and the vertices
in each Voronoi region. It lists regions in site ID order. The 'Fv' option prints
each ridge of the Voronoi diagram. The first or zero'th vertex indicates the
infinity vertex. Its coordinates are qh_INFINITE (-10.101). It indicates
unbounded Voronoi regions or degenerate Delaunay triangles.
Hn,n,...
Compute halfspace intersection about [n,n,0,...]. The input is a set of halfspaces
defined in the same format as 'n', 'Fo', and 'Fi'. Use 'Fp' to print the
intersection points. Use 'Fv' to list the intersection points for each halfspace.
The other output formats display the dual convex hull.
The point [n,n,n,...] is a feasible point for the halfspaces, i.e., a point that is
inside all of the halfspaces (Hx+b <= 0). The default coordinate value is 0.
The input may start with a feasible point. If so, use 'H' by itself. The input
starts with a feasible point when the first number is the dimension, the second
number is "1", and the coordinates complete a line. The 'FV' option produces a
feasible point for a convex hull.
d Qu Compute the furthest‐site Delaunay triangulation from the upper convex hull. The
'o' option prints the input points and facets. The 'QJ' option guarantees
triangular otuput. You can also use 'Ft' to triangulate via the centrums of non‐
simplicial facets.
v Qu Compute the furthest‐site Voronoi diagram. The 'p' option prints the Voronoi
vertices. The 'o' option prints the Voronoi vertices and the vertices in each
Voronoi region. The 'Fv' option prints each ridge of the Voronoi diagram. The
first or zero'th vertex indicates the infinity vertex at infinity. Its coordinates
are qh_INFINITE (-10.101). It indicates unbounded Voronoi regions and degenerate
Delaunay triangles.
Input/Output options:
f Print all facets and all fields of each facet.
G Output the hull in Geomview format. For imprecise hulls, Geomview displays the
inner and outer hull. Geomview can also display points, ridges, vertices, coplanar
points, and facet intersections. See below for a list of options.
For Delaunay triangulations, 'G' displays the corresponding paraboloid. For
halfspace intersection, 'G' displays the dual polytope.
i Output the incident vertices for each facet. Qhull prints the number of facets
followed by the vertices of each facet. One facet is printed per line. The
numbers are the 0‐relative indices of the corresponding input points. The facets
are oriented.
In 4d and higher, Qhull triangulates non‐simplicial facets. Each apex (the first
vertex) is a created point that corresponds to the facet's centrum. Its index is
greater than the indices of the input points. Each base corresponds to a
simplicial ridge between two facets. To print the vertices without triangulation,
use option 'Fv'. To print the centrum coordinates, use option 'Ft'. The centrum
indices for option 'i' are one more than the centrum indices for option 'Ft'.
m Output the hull in Mathematica format. Qhull writes a Mathematica file for 2‐d and
3‐d convex hulls and for 2‐d Delaunay triangulations. Qhull produces a list of
objects that you can assign to a variable in Mathematica, for example: "list= <<
<outputfilename> ". If the object is 2‐d, it can be visualized by
"Show[Graphics[list]] ". For 3‐d objects the command is "Show[Graphics3D[list]]".
n Output the normal equation for each facet. Qhull prints the dimension (plus one),
the number of facets, and the normals for each facet. The facet's offset follows
its normal coefficients.
o Output the facets in OFF file format. Qhull prints the dimension, number of
points, number of facets, and number of ridges. Then it prints the coordinates of
the input points and the vertices for each facet. Each facet is on a separate
line. The first number is the number of vertices. The remainder are the indices
of the corresponding points. The vertices are oriented in 2‐d, 3‐d, and in
simplicial facets.
For 2‐d Voronoi diagrams, the vertices are sorted by adjacency, but not oriented.
In 3‐d and higher, the Voronoi vertices are sorted by index. See the 'v' option
for more information.
p Output the coordinates of each vertex point. Qhull prints the dimension, the
number of points, and the coordinates for each vertex. With the 'Gc' and 'Gi'
options, it also prints coplanar and interior points. For Voronoi diagrams, it
prints the coordinates of each Voronoi vertex.
s Print a summary to stderr. If no output options are specified, a summary goes to
stdout. The summary lists the number of input points, the dimension, the number of
vertices in the convex hull, the number of facets in the convex hull, the number of
good facets (if 'Pg'), and statistics.
The last two statistics (if needed) measure the maximum distance from a point or
vertex to a facet. The number in parenthesis (e.g., 2.1x) is the ratio between the
maximum distance and the worst‐case distance due to merging two simplicial facets.
Precision options
An Maximum angle given as a cosine. If the angle between a pair of facet normals is
greater than n, Qhull merges one of the facets into a neighbor. If 'n' is
negative, Qhull tests angles after adding each point to the hull (pre‐merging). If
'n' is positive, Qhull tests angles after constructing the hull (post‐merging).
Both pre‐ and post‐merging can be defined.
Option 'C0' or 'C-0' is set if the corresponding 'Cn' or 'C-n' is not set. If 'Qx'
is set, then 'A-n' and 'C-n' are checked after the hull is constructed and before
'An' and 'Cn' are checked.
Cn Centrum radius. If a centrum is less than n below a neighboring facet, Qhull
merges one of the facets. If 'n' is negative or '-0', Qhull tests and merges
facets after adding each point to the hull. This is called "pre‐merging". If 'n'
is positive, Qhull tests for convexity after constructing the hull ("post‐
merging"). Both pre‐ and post‐merging can be defined.
For 5‐d and higher, 'Qx' should be used instead of 'C-n'. Otherwise, most or all
facets may be merged together.
En Maximum roundoff error for distance computations.
Rn Randomly perturb distance computations up to +/- n * max_coord. This option
perturbs every distance, hyperplane, and angle computation. To use time as the
random number seed, use option 'QR-1'.
Vn Minimum distance for a facet to be visible. A facet is visible if the distance
from the point to the facet is greater than 'Vn'.
Without merging, the default value for 'Vn' is the round‐off error ('En'). With
merging, the default value is the pre‐merge centrum ('C-n') in 2‐d or 3‐d, or three
times that in other dimensions. If the outside width is specified ('Wn'), the
maximum, default value for 'Vn' is 'Wn'.
Un Maximum distance below a facet for a point to be coplanar to the facet. The
default value is 'Vn'.
Wn Minimum outside width of the hull. Points are added to the convex hull only if
they are clearly outside of a facet. A point is outside of a facet if its distance
to the facet is greater than 'Wn'. The normal value for 'Wn' is 'En'. If the user
specifies pre‐merging and does not set 'Wn', than 'Wn' is set to the premerge 'Cn'
and maxcoord*(1-An).
Additional input/output formats
Fa Print area for each facet. For Delaunay triangulations, the area is the area of
the triangle. For Voronoi diagrams, the area is the area of the dual facet. Use
'PAn' for printing the n largest facets, and option 'PFn' for printing facets
larger than 'n'.
The area for non‐simplicial facets is the sum of the areas for each ridge to the
centrum. Vertices far below the facet's hyperplane are ignored. The reported
area may be significantly less than the actual area.
FA Compute the total area and volume for option 's'. It is an approximation for non‐
simplicial facets (see 'Fa').
Fc Print coplanar points for each facet. The output starts with the number of facets.
Then each facet is printed one per line. Each line is the number of coplanar
points followed by the point ids. Option 'Qi' includes the interior points. Each
coplanar point (interior point) is assigned to the facet it is furthest above
(resp., least below).
FC Print centrums for each facet. The output starts with the dimension followed by
the number of facets. Then each facet centrum is printed, one per line.
Fd Read input in cdd format with homogeneous points. The input starts with comments.
The first comment is reported in the summary. Data starts after a "begin" line.
The next line is the number of points followed by the dimension+1 and "real" or
"integer". Then the points are listed with a leading "1" or "1.0". The data ends
with an "end" line.
For halfspaces ('Fd Hn,n,...'), the input format is the same. Each halfspace
starts with its offset. The sign of the offset is the opposite of Qhull's
convention.
FD Print normals ('n', 'Fo', 'Fi') or points ('p') in cdd format. The first line is
the command line that invoked Qhull. Data starts with a "begin" line. The next
line is the number of normals or points followed by the dimension+1 and "real".
Then the normals or points are listed with the offset before the coefficients.
The offset for points is 1.0. The offset for normals has the opposite sign. The
data ends with an "end" line.
FF Print facets (as in 'f') without printing the ridges.
Fi Print inner planes for each facet. The inner plane is below all vertices.
Fi Print separating hyperplanes for bounded, inner regions of the Voronoi diagram.
The first line is the number of ridges. Then each hyperplane is printed, one per
line. A line starts with the number of indices and floats. The first pair lists
adjacent input sites, the next d floats are the normalized coefficients for the
hyperplane, and the last float is the offset. The hyperplane is oriented toward
'QVn' (if defined), or the first input site of the pair. Use 'Tv' to verify that
the hyperplanes are perpendicular bisectors. Use 'Fo' for unbounded regions, and
'Fv' for the corresponding Voronoi vertices.
FI Print facet identifiers.
Fm Print number of merges for each facet. At most 511 merges are reported for a
facet. See 'PMn' for printing the facets with the most merges.
FM Output the hull in Maple format. Qhull writes a Maple file for 2‐d and 3‐d convex
hulls and for 2‐d Delaunay triangulations. Qhull produces a '.mpl' file for
displaying with display3d().
Fn Print neighbors for each facet. The output starts with the number of facets. Then
each facet is printed one per line. Each line is the number of neighbors followed
by an index for each neighbor. The indices match the other facet output formats.
A negative index indicates an unprinted facet due to printing only good facets
('Pg'). It is the negation of the facet's ID (option 'FI'). For example, negative
indices are used for facets "at infinity" in the Delaunay triangulation.
FN Print vertex neighbors or coplanar facet for each point. The first line is the
number of points. Then each point is printed, one per line. If the point is
coplanar, the line is "1" followed by the facet's ID. If the point is not a
selected vertex, the line is "0". Otherwise, each line is the number of neighbors
followed by the corresponding facet indices (see 'Fn').
Fo Print outer planes for each facet in the same format as 'n'. The outer plane is
above all points.
Fo Print separating hyperplanes for unbounded, outer regions of the Voronoi diagram.
The first line is the number of ridges. Then each hyperplane is printed, one per
line. A line starts with the number of indices and floats. The first pair lists
adjacent input sites, the next d floats are the normalized coefficients for the
hyperplane, and the last float is the offset. The hyperplane is oriented toward
'QVn' (if defined), or the first input site of the pair. Use 'Tv' to verify that
the hyperplanes are perpendicular bisectors. Use 'Fi' for bounded regions, and
'Fv' for the corresponding Voronoi vertices.
FO List all options to stderr, including the default values. Additional 'FO's are
printed to stdout.
Fp Print points for halfspace intersections (option 'Hn,n,...'). Each intersection
corresponds to a facet of the dual polytope. The "infinity" point
[-10.101,-10.101,...] indicates an unbounded intersection.
FP For each coplanar point ('Qc') print the point ID of the nearest vertex, the point
ID, the facet ID, and the distance.
FQ Print command used for qhull and input.
Fs Print a summary. The first line consists of the number of integers ("8"), followed
by the dimension, the number of points, the number of vertices, the number of
facets, the number of vertices selected for output, the number of facets selected
for output, the number of coplanar points selected for output, number of
simplicial, unmerged facets in output
The second line consists of the number of reals ("2"), followed by the maxmimum
offset to an outer plane and and minimum offset to an inner plane. Roundoff is
included. Later versions of Qhull may produce additional integers or reals.
FS Print the size of the hull. The first line consists of the number of integers
("0"). The second line consists of the number of reals ("2"), followed by the
total facet area, and the total volume. Later versions of Qhull may produce
additional integers or reals.
The total volume measures the volume of the intersection of the halfspaces defined
by each facet. Both area and volume are approximations for non‐simplicial facets.
See option 'Fa'.
Ft Print a triangulation with added points for non‐simplicial facets. The first line
is the dimension and the second line is the number of points and the number of
facets. The points follow, one per line, then the facets follow as a list of point
indices. With option 'Qz', the points include the point‐at‐infinity.
Fv Print vertices for each facet. The first line is the number of facets. Then each
facet is printed, one per line. Each line is the number of vertices followed by
the corresponding point ids. Vertices are listed in the order they were added to
the hull (the last one is first).
Fv Print all ridges of a Voronoi diagram. The first line is the number of ridges.
Then each ridge is printed, one per line. A line starts with the number of
indices. The first pair lists adjacent input sites, the remaining indices list
Voronoi vertices. Vertex '0' indicates the vertex‐at‐infinity (i.e., an unbounded
ray). In 3‐d, the vertices are listed in order. See 'Fi' and 'Fo' for separating
hyperplanes.
FV Print average vertex. The average vertex is a feasible point for halfspace
intersection.
Fx List extreme points (vertices) of the convex hull. The first line is the number of
points. The other lines give the indices of the corresponding points. The first
point is '0'. In 2‐d, the points occur in counter‐clockwise order; otherwise they
occur in input order. For Delaunay triangulations, 'Fx' lists the extreme points
of the input sites. The points are unordered.
Geomview options
G Produce a file for viewing with Geomview. Without other options, Qhull displays
edges in 2‐d, outer planes in 3‐d, and ridges in 4‐d. A ridge can be explicit or
implicit. An explicit ridge is a dim-1 dimensional simplex between two facets. In
4‐d, the explicit ridges are triangles. When displaying a ridge in 4‐d, Qhull
projects the ridge's vertices to one of its facets' hyperplanes. Use 'Gh' to
project ridges to the intersection of both hyperplanes.
Ga Display all input points as dots.
Gc Display the centrum for each facet in 3‐d. The centrum is defined by a green
radius sitting on a blue plane. The plane corresponds to the facet's hyperplane.
The radius is defined by 'C-n' or 'Cn'.
GDn Drop dimension n in 3‐d or 4‐d. The result is a 2‐d or 3‐d object.
Gh Display hyperplane intersections in 3‐d and 4‐d. In 3‐d, the intersection is a
black line. It lies on two neighboring hyperplanes (c.f., the blue squares
associated with centrums ('Gc')). In 4‐d, the ridges are projected to the
intersection of both hyperplanes.
Gi Display inner planes in 2‐d and 3‐d. The inner plane of a facet is below all of
its vertices. It is parallel to the facet's hyperplane. The inner plane's color
is the opposite (1-r,1-g,1-b) of the outer plane. Its edges are determined by the
vertices.
Gn Do not display inner or outer planes. By default, Geomview displays the precise
plane (no merging) or both inner and output planes (merging). Under merging,
Geomview does not display the inner plane if the the difference between inner and
outer is too small.
Go Display outer planes in 2‐d and 3‐d. The outer plane of a facet is above all input
points. It is parallel to the facet's hyperplane. Its color is determined by the
facet's normal, and its edges are determined by the vertices.
Gp Display coplanar points and vertices as radii. A radius defines a ball which
corresponds to the imprecision of the point. The imprecision is the maximum of the
roundoff error, the centrum radius, and maxcoord * (1-An). It is at least 1/20'th
of the maximum coordinate, and ignores post‐merging if pre‐merging is done.
Gr Display ridges in 3‐d. A ridge connects the two vertices that are shared by
neighboring facets. Ridges are always displayed in 4‐d.
Gt A 3‐d Delaunay triangulation looks like a convex hull with interior facets. Option
'Gt' removes the outside ridges to reveal the outermost facets. It automatically
sets options 'Gr' and 'GDn'.
Gv Display vertices as spheres. The radius of the sphere corresponds to the
imprecision of the data. See 'Gp' for determining the radius.
Print options
PAn Only the n largest facets are marked good for printing. Unless 'PG' is set, 'Pg'
is automatically set.
Pdk:n Drop facet from output if normal[k] <= n. The option 'Pdk' uses the default value
of 0 for n.
PDk:n Drop facet from output if normal[k] >= n. The option 'PDk' uses the default value
of 0 for n.
PFn Only facets with area at least 'n' are marked good for printing. Unless 'PG' is
set, 'Pg' is automatically set.
Pg Print only good facets. A good facet is either visible from a point (the 'QGn'
option) or includes a point (the 'QVn' option). It also meets the requirements of
'Pdk' and 'PDk' options. Option 'Pg' is automatically set for options 'd', 'PAn',
'PFn', and 'PMn'.
PG Print neighbors of good facets.
PMn Only the n facets with the most merges are marked good for printing. Unless 'PG'
is set, 'Pg' is automatically set.
Po Force output despite precision problems. Verify ('Tv') does not check coplanar
points. Flipped facets are reported and concave facets are counted. If 'Po' is
used, points are not partitioned into flipped facets and a flipped facet is always
visible to a point. Also, if an error occurs before the completion of Qhull and
tracing is not active, 'Po' outputs a neighborhood of the erroneous facets (if
any).
Pp Do not report precision problems.
Qhull control options
Qa Allow input with fewer or more points than coordinates
Qbk:0Bk:0
Drop dimension k from the input points. This allows the user to take convex hulls
of sub‐dimensional objects. It happens before the Delaunay and Voronoi
transformation.
QbB Scale the input points to fit the unit cube. After scaling, the lower bound will
be -0.5 and the upper bound +0.5 in all dimensions. For Delaunay and Voronoi
diagrams, scaling happens after projection to the paraboloid. Under precise
arithmetic, scaling does not change the topology of the convex hull.
Qbb Scale the last coordinate to [0, m] where m is the maximum absolute value of the
other coordinates. For Delaunay and Voronoi diagrams, scaling happens after
projection to the paraboloid. It reduces roundoff error for inputs with integer
coordinates. Under precise arithmetic, scaling does not change the topology of the
convex hull.
Qbk:n Scale the k'th coordinate of the input points. After scaling, the lower bound of
the input points will be n. 'Qbk' scales to -0.5.
QBk:n Scale the k'th coordinate of the input points. After scaling, the upper bound will
be n. 'QBk' scales to +0.5.
Qc Keep coplanar points with the nearest facet. Output formats 'p', 'f', 'Gp', 'Fc',
'FN', and 'FP' will print the points.
Qf Partition points to the furthest outside facet.
Qg Only build good facets. With the 'Qg' option, Qhull will only build those facets
that it needs to determine the good facets in the output. See 'QGn', 'QVn', and
'PdD' for defining good facets, and 'Pg' and 'PG' for printing good facets and
their neighbors.
QGn A facet is good (see 'Qg' and 'Pg') if it is visible from point n. If n < 0, a
facet is good if it is not visible from point n. Point n is not added to the hull
(unless 'TCn' or 'TPn'). With rbox, use the 'Pn,m,r' option to define your point;
it will be point 0 (QG0).
Qi Keep interior points with the nearest facet. Output formats 'p', 'f', 'Gp', 'FN',
'FP', and 'Fc' will print the points.
QJn Joggle each input coordinate by adding a random number in [-n,n]. If a precision
error occurs, then qhull increases n and tries again. It does not increase n
beyond a certain value, and it stops after a certain number of attempts [see
user.h]. Option 'QJ' selects a default value for n. The output will be
simplicial. For Delaunay triangulations, 'QJn' sets 'Qbb' to scale the last
coordinate (not if 'Qbk:n' or 'QBk:n' is set). ´QJn' is deprecated for Voronoi
diagrams. See also 'Qt'.
Qm Only process points that would otherwise increase max_outside. Other points are
treated as coplanar or interior points.
Qr Process random outside points instead of furthest ones. This makes Qhull
equivalent to the randomized incremental algorithms. CPU time is not reported
since the randomization is inefficient.
QRn Randomly rotate the input points. If n=0, use time as the random number seed. If
n>0, use n as the random number seed. If n=-1, don't rotate but use time as the
random number seed. For Delaunay triangulations ('d' and 'v'), rotate about the
last axis.
Qs Search all points for the initial simplex.
Qt Triangulated output. Triangulate all non‐simplicial facets. ´Qt' is deprecated
for Voronoi diagrams. See also 'Qt'.
Qv Test vertex neighbors for convexity after post‐merging. To use the 'Qv' option,
you also need to set a merge option (e.g., 'Qx' or 'C-0').
QVn A good facet (see 'Qg' and 'Pg') includes point n. If n<0, then a good facet does
not include point n. The point is either in the initial simplex or it is the first
point added to the hull. Option 'QVn' may not be used with merging.
Qw Allow option warnings. Otherwise Qhull returns an error after most option warnings
Qx Perform exact merges while building the hull. The "exact" merges are merging a
point into a coplanar facet (defined by 'Vn', 'Un', and 'C-n'), merging concave
facets, merging duplicate ridges, and merging flipped facets. Coplanar merges and
angle coplanar merges ('A-n') are not performed. Concavity testing is delayed
until a merge occurs.
After the hull is built, all coplanar merges are performed (defined by 'C-n' and
'A-n'), then post‐merges are performed (defined by 'Cn' and 'An').
Qz Add a point "at infinity" that is above the paraboloid for Delaunay triangulations
and Voronoi diagrams. This reduces precision problems and allows the triangulation
of cospherical points.
Qhull experiments and speedups
Q0 Turn off pre‐merging as a default option. With 'Q0'/'Qx' and without explicit pre‐
merge options, Qhull ignores precision issues while constructing the convex hull.
This may lead to precision errors. If so, a descriptive warning is generated.
Q1 With 'Q1', Qhull merges by mergetype/angle instead of mergetype/distance.
Q2 With 'Q2', Qhull merges all facets at once instead of using independent sets of
merges and then retesting.
Q3 With 'Q3', Qhull does not remove redundant vertices.
Q4 With 'Q4', Qhull avoids merges of an old facet into a new facet.
Q5 With 'Q5', Qhull does not correct outer planes at the end. The maximum outer plane
is used instead.
Q6 With 'Q6', Qhull does not pre‐merge concave or coplanar facets.
Q7 With 'Q7', Qhull processes facets in depth‐first order instead of breadth‐first
order.
Q8 With 'Q8' and merging, Qhull does not retain near‐interior points for adjusting
outer planes. 'Qc' will probably retain all points that adjust outer planes.
Q9 With 'Q9', Qhull processes the furthest of all outside sets at each iteration.
Q10 With 'Q10', Qhull does not use special processing for narrow distributions.
Q11 With 'Q11', Qhull copies normals and recompute centrums for tricoplanar facets.
Q12 With 'Q12', Qhull allows wide facets and wide dupridge.
Q14 With 'Q14', Qhull merges pinched vertices that create a dupridge.
Q15 With 'Q15', Qhull checks for duplicate ridges with the same vertices.
Trace options
Tn Trace at level n. Qhull includes full execution tracing. 'T-1' traces events.
'T1' traces the overall execution of the program. 'T2' and 'T3' trace overall
execution and geometric and topological events. 'T4' traces the algorithm. 'T5'
includes information about memory allocation and Gaussian elimination.
Ta Annotate output with codes that identify the corresponding qh_fprintf() statement.
TAn Stop Qhull after adding n vertices.
Tc Check frequently during execution. This will catch most inconsistency errors.
TCn Stop Qhull after building the cone of new facets for point n. The output for 'f'
includes the cone and the old hull. See also 'TVn'.
Tf Flush output after each qh_fprintf. Use 'Tf' for debugging segfaults. See 'Tz'
for redirecting stderr.
TFn Report progress whenever more than n facets are created During post‐merging, 'TFn'
reports progress after more than n/2 merges.
TI file
Input data from 'file'. The filename may not include spaces or quotes.
TMn Turn on tracing at n'th merge.
TO file
Output results to 'file'. The name may be enclosed in single quotes.
TPn Turn on tracing when point n is added to the hull. Trace partitions of point n.
If used with TWn, turn off tracing after adding point n to the hull.
TP-1 Turn on tracing after qh_buildhull and qh_postmerge.
TRn Rerun qhull n times. Usually used with 'QJn' to determine the probability that a
given joggle will fail.
Ts Collect statistics and print to stderr at the end of execution.
Tv Verify the convex hull. This checks the topological structure, facet convexity,
and point inclusion. If precision problems occurred, facet convexity is tested
whether or not 'Tv' is selected. Option 'Tv' does not check point inclusion if
forcing output with 'Po', or if 'Q5' is set.
For point inclusion testing, Qhull verifies that all points are below all outer
planes (facet->maxoutside). Point inclusion is exhaustive if merging or if the
facet‐point product is small enough; otherwise Qhull verifies each point with a
directed search (qh_findbest).
Point inclusion testing occurs after producing output. It prints a message to
stderr unless option 'Pp' is used. This allows the user to interrupt Qhull without
changing the output.
TVn Stop Qhull after adding point n. If n < 0, stop Qhull before adding point n.
Output shows the hull at this time. See also 'TCn'
TWn Trace merge facets when the width is greater than n.
Tz Redirect stderr to stdout. See 'Tf' for flushing writes.
BUGS
Please report bugs to Brad Barber at qhull_bug@qhull.org.
If Qhull does not compile, it is due to an incompatibility between your system and ours.
The first thing to check is that your compiler is ANSI standard. If it is, check the man
page for the best options, or find someone to help you. If you locate the cause of your
problem, please send email since it might help others.
If Qhull compiles but crashes on the test case (rbox D4), there's still incompatibility
between your system and ours. Typically it's been due to mem.c and memory alignment. You
can use qh_NOmem in mem.h to turn off memory management. Please let us know if you figure
out how to fix these problems.
If you do find a problem, try to simplify it before reporting the error. Try different
size inputs to locate the smallest one that causes an error. You're welcome to hunt
through the code using the execution trace as a guide. This is especially true if you're
incorporating Qhull into your own program.
When you do report an error, please attach a data set to the end of your message. This
allows us to see the error for ourselves. Qhull is maintained part‐time.
E‐MAIL
Please send correspondence to qhull@qhull.org and report bugs to qhull_bug@qhull.org. Let
us know how you use Qhull. If you mention it in a paper, please send the reference and an
abstract.
If you would like to get Qhull announcements (e.g., a new version) and news (any bugs that
get fixed, etc.), let us know and we will add you to our mailing list. If you would like
to communicate with other Qhull users, we will add you to the qhull_users alias. For
Internet news about geometric algorithms and convex hulls, look at
comp.graphics.algorithms and sci.math.num-analysis
SEE ALSO
rbox(1)
Barber, C. B., D.P. Dobkin, and H.T. Huhdanpaa, "The Quickhull Algorithm for Convex
Hulls," ACM Trans. on Mathematical Software, 22(4):469–483, Dec. 1996.
http://portal.acm.org/citation.cfm?doid=235815.235821
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.405
Clarkson, K.L., K. Mehlhorn, and R. Seidel, "Four results on randomized incremental
construction," Computational Geometry: Theory and Applications, vol. 3, p. 185–211, 1993.
Preparata, F. and M. Shamos, Computational Geometry, Springer‐Verlag, New York, 1985.
AUTHORS
C. Bradford Barber Hannu Huhdanpaa
bradb@shore.net hannu@qhull.org
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ACKNOWLEDGEMENTS
A special thanks to Albert Marden, Victor Milenkovic, the Geometry Center, Harvard
University, and Endocardial Solutions, Inc. for supporting this work.
Qhull 1.0 and 2.0 were developed under National Science Foundation grants NSF/DMS‐8920161
and NSF‐CCR‐91‐15793 750‐7504. David Dobkin guided the original work at Princeton
University. If you find it useful, please let us know.
The Geometry Center is supported by grant DMS‐8920161 from the National Science
Foundation, by grant DOE/DE‐FG02‐92ER25137 from the Department of Energy, by the
University of Minnesota, and by Minnesota Technology, Inc.
Qhull is available from http://www.qhull.org