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+
+
+
+qhull(1) qhull(1)
+
+
+NAME
+ qhull - convex hull, Delaunay triangulation, Voronoi dia-
+ gram, 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
+ v - Voronoi diagram via the Delaunay triangulation
+ H1,1 - Halfspace intersection about [1,1,0,...]
+ d Qu - Furthest-site Delaunay triangulation (upper convex hull)
+ v Qu - Furthest-site Voronoi diagram
+ QJ - Joggle the input to avoid precision problems
+ . - concise list of all options
+ - - one-line description of all options
+
+ Output options (subset):
+ FA - compute total area and volume
+ Fx - extreme points (convex hull vertices)
+ G - Geomview output (2-d, 3-d and 4-d)
+ Fp - halfspace intersection coordinates
+ m - Mathematica output (2-d and 3-d)
+ n - normals with offsets
+ o - OFF file format (if Voronoi, outputs regions)
+ TO file- output results to file, may be enclosed in single quotes
+ f - print all fields of all facets
+ s - summary of results (default)
+ Tv - verify result: structure, convexity, and point inclusion
+ p - vertex coordinates
+ i - vertices incident to each facet
+
+ example:
+ rbox 1000 s | qhull Tv s FA
+
+ - html manual: 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>
+ - mirror: <http://www6.uniovi.es/ftp/pub/mirrors/geom.umn.edu/software/ghindex.html>
+ - 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
+
+
+
+
+Geometry Center 2003/12/30 1
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 (qh-
+ man.htm).
+
+
+
+INTRODUCTION
+ Qhull is a general dimension code for computing convex
+ hulls, Delaunay triangulations, Voronoi diagram, furthest-
+ site Voronoi diagram, furthest-site Delaunay triangula-
+ tions, and halfspace intersections about a point. It
+ implements the Quickhull algorithm for computing the con-
+ vex 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, trac-
+ ing, 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.
+
+
+
+
+Geometry Center 2003/12/30 2
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 pre-
+ cision 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 han-
+ dle precision problems by merging facets. Alternatively,
+ use option 'QJ' to joggle the input.
+
+ With 'C-0', Qhull merges non-convex facets while con-
+ structing the hull. The remaining facets are clearly con-
+ vex. 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' by itself. 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 for other output for-
+ mats ('F'), Geomview output ('G'), printing ('P'), Qhull
+
+
+
+Geometry Center 2003/12/30 3
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 tri-
+ angulation. The 'p' option prints the Voronoi ver-
+ tices. 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 indi-
+ cates 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 feasi-
+ ble point when the first number is the dimension,
+ the second number is "1", and the coordinates com-
+ plete 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 guar-
+ antees triangular otuput. You can also use 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
+
+
+
+Geometry Center 2003/12/30 4
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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.
+
+ Qt Triangulated output.
+
+
+ Input/Output options:
+
+ f Print out 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 cor-
+ responding 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 ver-
+ tices 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 4-d and higher, Qhull triangulates non-simpli-
+ cial facets. Each apex (the first vertex) is a
+ created point that corresponds to the facet's cen-
+ trum. Its index is greater than the indices of the
+ input points. Each base corresponds to a simpli-
+ cial ridge between two facets. To print the ver-
+ tices without triangulation, use option 'Fv'.
+
+ 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
+
+
+
+Geometry Center 2003/12/30 5
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 coor-
+ dinates of each Voronoi vertex.
+
+ s Print a summary to stderr. If no output options
+ are specified at all, 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 posi-
+ tive, 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 con-
+ structed 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
+
+
+
+Geometry Center 2003/12/30 6
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ positive, Qhull tests for convexity after con-
+ structing 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 maxco-
+ ord*(1-An).
+
+
+ Additional input/output formats
+
+ Fa Print area for each facet. For Delaunay triangula-
+ tions, 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.
+
+
+
+
+Geometry Center 2003/12/30 7
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 num-
+ ber of indices and floats. The first pair lists
+ adjacent input sites, the next d floats are the
+ normalized coefficients for the hyperplane, and the
+
+
+
+Geometry Center 2003/12/30 8
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ last float is the offset. The hyperplane is ori-
+ ented toward verify that the hyperplanes are per-
+ pendicular 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. See 'm'
+
+ 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 num-
+ ber of neighbors followed by the corresponding
+ facet indices (see 'Fn').
+
+ Fo Print outer planes for each facet in the same for-
+ mat 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 num-
+ ber 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 ori-
+ ented toward verify that the hyperplanes are per-
+ pendicular 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
+
+
+
+Geometry Center 2003/12/30 9
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 ("7"), followed by the dimen-
+ sion, 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.
+
+ 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 con-
+ sists of the number of integers ("0"). The second
+ line consists of the number of reals ("2"), fol-
+ lowed by the total facet area, and the total vol-
+ ume. Later versions of Qhull may produce addi-
+ tional integers or reals.
+
+ The total volume measures the volume of the inter-
+ section 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 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 num-
+ ber of indices. The first pair lists adjacent
+
+
+
+Geometry Center 2003/12/30 10
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 fea-
+ sible 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 hyper-
+ planes.
+
+ 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
+
+
+
+Geometry Center 2003/12/30 11
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ outer plane. Its edges are determined by the ver-
+ tices.
+
+ 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 automati-
+ cally 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 automat-
+ ically set.
+
+
+
+
+Geometry Center 2003/12/30 12
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 'PAn' and
+ 'PFn'.
+
+ 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
+
+ Qbk:0Bk:0
+ Drop dimension k from the input points. This
+ allows the user to take convex hulls of sub-dimen-
+ sional 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, scal-
+ ing 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.
+
+
+
+Geometry Center 2003/12/30 13
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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. Out-
+ put 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 visi-
+ ble 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. Out-
+ put 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 triangula-
+ tions, 'QJn' sets 'Qbb' to scale the last coordi-
+ nate (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 random-
+ ized 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 tri-
+ angulations ('d' and 'v'), rotate about the last
+ axis.
+
+
+
+
+Geometry Center 2003/12/30 14
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ Qs Search all points for the initial simplex.
+
+ Qt Triangulated output. Triangulate non-simplicial
+ facets. 'Qt' is deprecated for Voronoi diagrams.
+ See also 'QJn'
+
+ 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.
+
+ 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 merg-
+ ing flipped facets. Coplanar merges and angle
+ coplanar merges ('A-n') are not performed. Concav-
+ ity 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 sorts merges by type (coplanar,
+ angle coplanar, concave) instead of by angle.
+
+ 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 ver-
+ tices.
+
+ 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.
+
+
+
+
+Geometry Center 2003/12/30 15
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ 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 out-
+ side sets at each iteration.
+
+ Q10 With 'Q10', Qhull does not use special processing
+ for narrow distributions.
+
+ Q11 With 'Q11', Qhull copies normals and recomputes
+ centrums for tricoplanar facets.
+
+ Q12 With 'Q12', Qhull does not report a very wide merge due
+ to a duplicated ridge with nearly coincident 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 topologi-
+ cal 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.
+
+ 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'.
+
+ 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.
+
+ 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.
+
+ 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 topologi-
+ cal structure, facet convexity, and point inclu-
+ sion. If precision problems occurred, facet con-
+ vexity is tested whether or not 'Tv' is selected.
+ Option 'Tv' does not check point inclusion if
+
+
+
+Geometry Center 2003/12/30 16
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ forcing output with 'Po', or if 'Q5' is set.
+
+ For point inclusion testing, Qhull verifies that
+ all points are below all outer planes (facet->max-
+ outside). Point inclusion is exhaustive if merging
+ or if the facet-point product is small enough; oth-
+ erwise Qhull verifies each point with a directed
+ search (qh_findbest).
+
+ Point inclusion testing occurs after producing out-
+ put. 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'
+
+ TMn Turn on tracing at n'th merge.
+
+ TWn Trace merge facets when the width is greater than
+ n.
+
+ Tz Redirect stderr to stdout.
+
+
+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 align-
+ ment. 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.
+
+
+
+Geometry Center 2003/12/30 17
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+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.graph-
+ ics.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 Math-
+ ematical 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
+
+
+
+ACKNOWLEDGEMENTS
+ A special thanks to Albert Marden, Victor Milenkovic, the
+ Geometry Center, Harvard University, and Endocardial Solu-
+ tions, 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
+
+
+
+Geometry Center 2003/12/30 18
+
+
+
+
+
+qhull(1) qhull(1)
+
+
+ guided the original work at Princeton University. If you find it
+ useful, please let us know.
+
+ The Geometry Center was 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
+
+
+
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+
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+
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+
+
+
+
+
+
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+
+Geometry Center 2003/12/30 19
+
+