GAP (orb) - Chapter 3: Basic orbit enumeration

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3 Basic orbit enumeration
3.1 Enumerating orbits
3.1-1 Orb
3.1-2 Enumerate
3.1-3 IsClosed
3.1-4 Options for orbits
3.1-5 Output components of orbits
3.1-6 StabWords
3.1-7 PositionOfFound
3.1-8 UnderlyingPlist
3.1-9 DepthOfSchreierTree
3.1-10 IsGradedOrbit
3.1-11 Grades
3.1-12 OrbitGraph
3.1-13 OrbitGraphAsSets
3.1-14 ActionOnOrbit
3.1-15 OrbActionHomomorphism
3.1-16 TraceSchreierTreeForward
3.1-17 TraceSchreierTreeBack
3.1-18 ActWithWord
3.1-19 EvaluateWord
3.1-20 AddGeneratorsToOrbit
3.1-21 MakeSchreierTreeShallow
3.1-22 FindSuborbits
3.1-23 OrbitIntersectionMatrix
3.1-24 ORB_EstimateOrbitSize

### 3 Basic orbit enumeration

This package contains a new implementation of the standard orbit enumeration algorithm. The design principles for this implementation have been:

- Allow partial orbit enumeration and later continuation.

- Consequently use hashing techniques.

- Implement stabiliser calculation and Schreier transversals on demand.

- Allow for searching in orbits during orbit enumeration.

Some of these design principles made it necessary to change the user interface in comparison to the standard GAP one.

#### 3.1 Enumerating orbits

The enumeration of an orbit works in at least two stages: First an orbit object is created with all the necessary information to describe the orbit. Then the actual enumeration is started. The latter stage can be repeated as many times as needed in the case that the orbit enumeration stopped for some reason before the orbit was enumerated completely. See below for conditions under which this happens.

For orbit object creation there is the following function:

##### 3.1-1 Orb

`‣ Orb`( gens, point, op[, opt] ) | ( function )

Returns: An orbit object

The argument gens is either a GAP group, semigroup or monoid object or a list of generators of the magma acting, point is a point in the orbit to be enumerated, op is a GAP function describing the action of the generators on points in the usual way, that is, `op(p,g)` returns the result of the action of the element `g` on the point `p`.

Note that in the case of a semigroup or monoid acting not all options make sense (for example stabilisers only work for groups). In this case the "directed" or "weak" orbit is computed.

The optional argument opt is a GAP record which can contain quite a few options changing the orbit enumeration. For a list of possible options see Subsection 3.1-4 at the end of this section.

The function returns an "orbit" object that can later be used to enumerate (a part of) the orbit of point under the action of the group generated by gens.

If gens is a group, semigroup or monoid object, then its generators are taken as the list of generators acting. If a group object knows its size, then this size is used to speed up orbit and in particular stabiliser computations.

The following operation actually starts the orbit enumeration:

##### 3.1-2 Enumerate

`‣ Enumerate`( orb[, limit] ) | ( operation )

Returns: The orbit object orb

orb must be an orbit object created by `Orb` (3.1-1). The optional argument limit must be a positive integer meaning that the orbit enumeration should stop if limit points have been found, regardless whether the orbit is complete or not. Note that the orbit enumeration can be continued by again calling the `Enumerate` operation. If the argument limit is omitted, the whole orbit is enumerated, unless other options lead to prior termination.

To see whether an orbit is closed you can use the following filter:

##### 3.1-3 IsClosed

`‣ IsClosed`( orb ) | ( filter )

Returns: `true` or `false`

The result indicates, whether the orbit orb is already complete or not.

Here is an example of an orbit enumeration:

    gap> g := GeneratorsOfGroup(MathieuGroup(24));
    [ (1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23),
      (3,17,10,7,9)(4,13,14,19,5)(8,18,11,12,23)(15,20,22,21,16),
      (1,24)(2,23)(3,12)(4,16)(5,18)(6,10)(7,20)(8,14)(9,21)(11,17)
      (13,22)(15,19)
     ]
    gap> o := Orb(g,2,OnPoints);
    <open Int-orbit, 1 points>
    gap> Enumerate(o,20);
    <open Int-orbit, 21 points>
    gap> IsClosed(o);
    false
    gap> Enumerate(o);
    <closed Int-orbit, 24 points>
    gap> IsClosed(o);
    true

The orbit object `o` now behaves like an immutable dense list, the entries of which are the points in the orbit in the order as they were found during the orbit enumeration (note that this is not always true when one uses the function `AddGeneratorsToOrbit` (3.1-20)). So you can ask the orbit for its length, access entries, and ask, whether a given point lies in the orbit or not. Due to the hashing techniques used such lookups are quite fast, they usually only use a constant time regardless of the length of the orbit!

    gap> Length(o);
    24
    gap> o[1];
    2
    gap> o[2];
    3
    gap> o{[3..5]};
    [ 23, 4, 17 ]
    gap> 17 in o;
    true
    gap> Position(o,17);
    5

##### 3.1-4 Options for orbits

The optional fourth argument opt of the function `Orb` (3.1-1) is a GAP record and its components change the behaviour of the orbit enumeration. In this subsection we explain the use of the components of this options record. All components are themselves optional. For every component we also describe the possible values in the following list:

`eqfunc`

  This component always has to be given together with the component `hashfunc`. If both are given, they are used to set up a hash table to store the points in the orbit. You have to use this if the automatic mechanism to find a suitable hash function does not work for your starting point in the orbit.

  Note that if you use this feature, the hash table cannot grow automatically any more, unless you also use the components `hfbig` and `hfdbig` as well. See the description of `GrowHT` (4.4-5) for an explanation how to use this feature.

`genstoapply`

  This is only used internally and is intentionally not documented.

`gradingfunc`

  If this component is bound it must be bound to a function taking two arguments, the first is the orbit object, the second is a new point. This function is called for every new point and is supposed to compute a "grade" for the point which can be an arbitrary GAP object. The resulting values are then stored in a list of equal length to the orbit and can later be queried with the `Grades` (3.1-11) operation. If this feature is used the orbit object will lie in the filter `IsGradedOrbit` (3.1-10). In connection with the `onlygrades` option the enumeration of an orbit can be limited to points with certain grades, see below.

`grpsizebound`

  Possible values for this component are positive integers. By setting this value one can help the orbit enumeration to complete earlier. The given number must be an upper bound for the order of the group. If the exact group order is given and the stabiliser is calculated during the orbit enumeration (see component `permgens`), then the orbit enumeration can stop as soon as the orbit is found completely and the stabiliser is complete, which is usually much earlier than after all generator are applied to all points in the orbit.

`forflatplainlists`

  If this component is set to `true` then the user guarantees that all the points in the orbit will be flat plain lists, that is, plain lists with no subobjects. For example lists of immediate integers will fulfill this requirement, but ranges don't. In this case, a particularly good and efficient hash function will automatically be taken and the components `hf`, `hfd`, `hfbig` and `hfdbig` are ignored. Note that this cannot be automatically detected because it depends not only on the first point of the orbit but also on the other points in the orbit and thus on the group generators given.

`hashfunc`

  This component always has to be given together with the `eqfunc` component (see also there). The value should be a record with components `func` and `data`. The former is used as the hash function (component `hf` in the options to `HTCreate` (4.3-1)) and the latter as data argument (component `hfd`). The length of the hash is determined by the value of the component `hashlen`. If a tree hash is to be used, the component `treehashsize` has to be used instead of `hashlen`. If you want to use a hash table that can grow automatically, use the `hfbig` and `htdbig` components together with `hashlen` for the initial size. See `HTCreate` (4.3-1) for details.

`hashlen`

  Possible values are positive integers. This component determines the initial size of the hash used for the orbit enumeration. The default value is 10000. If the hash table turns out not to be large enough, it is automatically increased by a factor of two during the calculation. Although this process is quite fast it still improves performance to give a sensible hash size in advance.

`hfbig` and `hfdbig`

  These components can only be used in connection with `eqfunc` and `hashfunc` and are otherwise ignored. There values are simply passed on to the hash table created. The idea is to still be able to grow the hash table if need be. See Section 4.5 for more details.

`treehashsize`

  This component indicates that instead of a normal hash table a tree hash table (TreeHashTab) should be used (see Section 4.1). If bound, it must be set to the length of the tree hash table. You should still choose this length big enough, however, this type of hash table should be more resilient to bad hash functions since the performance of operations will only deteriorate up to log(n) instead of to n (number of entries). If you use this option your hash keys must be comparable by `<` and not only by `=`. You can supply your own three-way comparison function (see `HTCreate` (4.3-1)) by using the `cmpfunc` component.

`cmpfunc`

  If the previous component `treehashsize` is bound, you can specify a three-way comparison function for the hash keys in this component. See `HTCreate` (4.3-1) and `AVLCmp` (8.2-2) for details.

`log`

  If this component is set to `true` then a log of the enumeration of the orbit is written into the components `log`, `logind` and `logpos`. Every time a new point is found in the orbit enumeration, two numbers are appended to the log, first the number of the generator applied, then the index, under which the new point is stored in the orbit. For each point in the orbit, the start of the entries for that point in `log` is stored in `logind` and the end of those entries is marked by storing the number of the last generator producing a new point negated.

  The purpose of a log is the following: With a log one can later add group generators to the orbit and thus get a different Schreier tree, such that the resulting orbit enumeration is still a breadth first enumeration using the new generating set! This is desirable to decrease the depth of the Schreier tree. The log helps to implement this in a way, such that the old generators do not again have to be applied to all the points in the orbit. See `AddGeneratorsToOrbit` (3.1-20) for details.

  A log needs roughly 3 machine words per point in the orbit as memory.

`lookingfor`

  This component is used to search for something in the orbit. The idea is that the orbit enumeration is stopped when some condition is met. This condition can be specified with a great flexibility. The first way is to store a list of points into `orb.lookingfor`. In that case the orbit enumeration stops, when a point is found that is in that list. A second possiblity is to store a hash table object into `orb.lookingfor`. Then every newly found point in the orbit is looked up in that hash table and the orbit enumeration stops as soon as a point is found that is also in the hash table. The third possibility is functional: You can store a GAP function into `opt.lookingfor` which is called for every newly found point in the orbit. It gets both the orbit object and the point as its two arguments. This function has to return `false` or `true` and in the latter case the orbit enumeration is stopped.

  Whenever the orbit enumeration is stopped the component `found` is set to the number of the found point in the orbit. Access this information using `PositionOfFound(orb)`.

`matgens`

  This is not yet implemented. It will allow for stabiliser computations in matrix groups.

`onlygrades`

  This option is to limit the orbit enumeration to points with certain grades (see option `gradingfunc`). The primary way to do this is to bind `onlygrades` to a function taking two arguments. The first is the grade value, the second is the value bound to the option `onlygradesdata` below. The function is then called for every new point after its grade is computed. If the function returns `true` the point is stored in the orbit as usual, if it returns `false` the point is dropped. Note that using this option can (and ought to) lead to incomplete orbits which claim to be closed.

  As a shorthand notation one can bind a list or hash table to the component `onlygrades`. In this case a standard membership test of the grade value in the list or hash table is performed to decide whether or not the point is stored. One does not have to assign `onlygradesdata` in this case.

`onlygradesdata`

  As described above this component holds the data for the second argument of the `onlygrades` test function. See option `onlygrades` above.

`onlystab`

  If this boolean flag is set to `true` then the orbit enumeration stops once the stabiliser is completely determined. Note that this can only be known, if a bound for the group size is given in the `opt.grpsizebound` option and when more than half of the orbit is already found, or when `opt.stabsizebound` is given.

`orbsizebound`

  Possible values for this component are positive integers. The given number must be an upper bound for the orbit length. Giving this number helps the orbit enumeration to stop earlier, when the orbit is found completely.

`orbitgraph`

  If this component is `true` then the so called orbit graph is computed. The vertices of this graph are the points of the orbit and the (directed) edges are given by the generators acting. So if a generator g maps point a to b then there is a directed edge from the vertex a to the vertex b. This graph can later be queried using the `OrbitGraph` (3.1-12) and `OrbitGraphAsSets` (3.1-13) operations. The data format in which the graph is returned is described there.

`permbase`

  This component is used to tell the orbit enumerator that a certain list of points is a base of the permutation representation given in the `opt.permgens` component. This information is often available beforehand and can drastically speed up the calculation of Schreier generators, especially for the common case that they are trivial. The value is just a list of integers.

`permgens`

  If this component is set, it must be set to a list of permutations, that represent the same group as the generators used to define the orbit. This permutation representation is then used to calculate the stabiliser of the starting point. After the orbit enumeration is complete, you can call `Stabilizer(orb)` with orb being the orbit object and get the stabiliser as a permutation group. The stabiliser is also stored in the `stab` component of the orbit object. Furthermore, the size of the stabiliser is stored in the `stabsize` component of the orbit object and the component `stabwords` contains the stabiliser generators as words in the original group generators. Access these words with `StabWords(orb)`. Here, a word is a list of integers, where positive integers are numbers of generators and a negative integer i indicates the inverse of the generator with number -i. In this way, complete information about the stabiliser can be derived from the orbit object.

`report`

  Possible values are non-negative integers. This value asks for a status report whenever the orbit enumeration has applied all generators to `opt.report` points. A value of 0, which is the default, switches off this report. In each report, the total number of points already found are given.

`schreier`

  This boolean flag decides, whether a Schreier tree is stored together with the orbit. A Schreier tree just stores for each point, which generator was applied to which other point in the orbit to get it. Thus, having the Schreier tree enables the usage of the operations `TraceSchreierTreeForward` (3.1-16) and `TraceSchreierTreeBack` (3.1-17). A Schreier tree needs two additional machine words of memory per point in the orbit. The `opt.schreier` flag is automatically set when a stabiliser is computed during orbit enumeration (see components `opt.permgens` and `opt.matgens`).

`schreiergenaction`

  The value of this component must be a function with 4 arguments: the orbit object, an index i, an integer j, and an index pos. It is called, whenever during the orbit enumeration generator number j was applied to point number i and the result was an already known point with number pos. The function has to return `true` or `false`. The former case is used internally and triggers the evaluation of some conditions for stabiliser computations. Simply return `false` if you do not want this to happen.

  Once the component `stabcomplete` is set to `true` during the orbit computation (which happens when there is evidence that the stabiliser is already completely determined), no more calls to `schreiergenaction` happen.

  This component is mainly used internally when the `permgens` component was set and the stabiliser is calculated.

`seeds`

  In this component you can specify a list of additional seed points, which are appended to the orbit before the enumeration starts.

`stab`

  This component is used to tell the orbit enumerator that a subgroup of the stabiliser of the starting point is already known. Store a subgroup of the group generated by the permutations in `opt.permgens` stabilising the starting point into this component.

`stabchainrandom`

  This value can be a positive integer between 1 and 1000. If `opt.permgens` is given, an integer value is used to set the `random` option when calculating a stabiliser chain to compute the size of the group generated by the Schreier generators. Although this size computation can be speeded up considerably, the user should be aware that for values smaller than 1000 this triggers a Monte Carlo algorithm that can produce wrong results with a certain error probability. A verification of the obtained results is advisable. Note however, that such computations can only err in one direction, namely underestimating the size of the group.

`stabsizebound`

  Possible values for this component are positive integers. The given number must be an upper bound for the size of the stabiliser. Giving this number helps the orbit enumeration to stop earlier, when also `opt.orbsizebound` or `opt.grpsizebound` are given or when `opt.onlystab` is set.

`storenumbers`

  This boolean flag decides, whether the positions of points in the orbit are stored in the hash. The memory requirement for this is one machine word (4 or 8 bytes depending on the architecture) per point in the orbit. If you just need the orbit itself this is not necessary. If you however want to find the position of a point in the orbit efficiently after enumeration, then you should switch this on. That is, the operation `\in` is always fast, but `Position(orb, point)` is only fast if `opt.storenumbers` was set to `true` or the orbit is "permutations acting on positive integers". In the latter case this flag is ignored.

For some examples using these options see Chapter 11.

##### 3.1-5 Output components of orbits

The following components are bound in an orbit object. There might be some more, but those are implementation specific and not guaranteed to be there in future versions. Note that you have to access these components using the "`.~`" dot exclamation mark notation and you should avoid using these if at all possible.

`depth` and `depthmarks`

  If the orbit has either a Schreier tree or a log, then the component `depth` holds its depth, that is the maximal number of generator applications needed to reach any point in the orbit. The corresponding component `depthmarks` is a list of indices, at position i it holds the index of the first point in the orbit in depth i in the Schreier tree.

`gens`

  The list of group generators.

`ht`

  If the orbit uses a hash table it is stored in this component.

`op`

  The operation function.

`orbind`

  If generators have been added to the orbit later then the order in which the points are actually stored in the orbit might not correspond to a breadth first search. To cover this case, the component `orbind` contains in position i the index under which the i-th point in the breadth-first search using the new generating set is actually stored in the orbit.

`schreiergen` and `schreierpos`

  If a Schreier tree of the orbit was kept then both these components are lists containing integers. If point number i was found by applying generator number j to point number p then position i of `schreiergen` is j and position i of `schreierpos` is p. You can use the operations `TraceSchreierTreeForward` (3.1-16) and `TraceSchreierTreeBack` (3.1-17) to compute words in the generators using these two components.

`tab`

  For an orbit in which permutations act on positive integers this component is bound to a list containing in position i the index in the orbit, where the number i is stored.

The following operations help to ask additional information about orbit objects:

##### 3.1-6 StabWords

`‣ StabWords`( orb ) | ( operation )

Returns: A list of words

If the stabiliser was computed during the orbit enumeration, then this function returns the stabiliser generators found as words in the generators. A word is a sequence of integers, where positive integers stand for generators and negative numbers for their inverses.

##### 3.1-7 PositionOfFound

`‣ PositionOfFound`( orb ) | ( operation )

Returns: An integer

If during the orbit enumeration the option `lookingfor` was used and the orbit enumerator looked for something, then this operation returns the index in the orbit, where the something was found most recently.

##### 3.1-8 UnderlyingPlist

`‣ UnderlyingPlist`( orb ) | ( operation )

Returns: An plain list

This returns the current elements in the orbit represented by orb as a plain list. This is guaranteed to be a very fast operation using only constant time. However, it does give you a part of the internal data structure of orb. Note that it is not allowed to change the resulting list in any way because that would corrupt the data structures of the orbit.

##### 3.1-9 DepthOfSchreierTree

`‣ DepthOfSchreierTree`( orb ) | ( operation )

Returns: An integer

If a Schreier tree or a log was stored during orbit enumeration, then this operation returns the depth of the Schreier tree.

##### 3.1-10 IsGradedOrbit

`‣ IsGradedOrbit`( orb ) | ( filter )

Returns: `true` or `false`

If the option `gradingfunc` has been used when creating the orbit object, then a "grade" is computed for every point in the orbit. In this case the orbit object lies in this filter. The list of grades can then be queried using the `Grades` (3.1-11) operation below.

##### 3.1-11 Grades

`‣ Grades`( orb ) | ( operation )

Returns: a list of grades

If the option `gradingfunc` has been used when creating the orbit object, then a "grade" is computed for every point in the orbit. This operation retrieves the list of grades from the orbit object orb. Note that this is in general a mutable list which must not be changed. It needs to be mutable if the orbit enumeration goes on and this operation does not copy it for efficiency reasons.

##### 3.1-12 OrbitGraph

`‣ OrbitGraph`( orb ) | ( operation )

Returns: a list of lists

The vertices of the orbit graph are the points of the orbit and the (directed) edges are given by the generators acting. So if a generator g maps point a to b then there is a directed edge from the vertex a to the vertex b. This operation returns the orbit graph can in the following format: The result is a list of equal length as the orbit. Each entry (corresponding to a point in the orbit) contains a list of orbit point numbers, one for each generator used for the orbit enumeration. That is, position [i][j] in the list contains the number in the orbit of the image of orbit point number i under the generator with number j.

Note that if the `gradingfunc` and `onlygrades` options are used some entries in these lists can be unbound. This shows that some edges of the complete orbit graph leave the part of the orbit which has been enumerated by the grade restriction.

##### 3.1-13 OrbitGraphAsSets

`‣ OrbitGraphAsSets`( orb ) | ( operation )

Returns: a list of sets

This operation returns the same graph as `OrbitGraph` (3.1-12) in a slightly different format. The neighbours of a point are reported as a set of numbers rather than as a tuple. That is, position [i] of the resulting lists is the set of numbers of the (directed) neighbours of point number i.

We present a few more operations one can do with orbit objects. One can express the action of a given group element in the group generated by the generators given in the `Orb` command on this orbit as a permutation:

##### 3.1-14 ActionOnOrbit

`‣ ActionOnOrbit`( orb, grpels ) | ( operation )

Returns: A permutation or `fail`

orb must be an orbit object and grpels a list of group elements acting on the orbit. This operation calculates the action of grpels on orb as GAP permutations, where the numbering of the points is in the same order as the points have been found in the orbit. Note that this operation is particularly fast if the orbit is an orbit of a permutation group acting on positive integers or if you used the option `storenumbers` described in Subsection 3.1-4.

##### 3.1-15 OrbActionHomomorphism

`‣ OrbActionHomomorphism`( g, orb ) | ( operation )

Returns: An action homomorphism

The argument g must be a group and orb an orbit on which g acts in the action of the orbit object. This operation returns a homomorphism into a permutation group acquired by taking the action of g on the orbit.

##### 3.1-16 TraceSchreierTreeForward

`‣ TraceSchreierTreeForward`( orb, nr ) | ( operation )

Returns: A word in the generators

orb must be an orbit object with a Schreier tree, that is, the option `schreier` must have been set during creation, and nr must be the number of a point in the orbit. This operation traces the Schreier tree and returns a word in the generators that maps the starting point to the point with number nr. Here, a word is a list of positive integers which are numbers of generators of the orbit.

##### 3.1-17 TraceSchreierTreeBack

`‣ TraceSchreierTreeBack`( orb, nr ) | ( operation )

Returns: A word in the generators

orb must be an orbit object with a Schreier tree, that is, the option `schreier` must have been set during creation, and nr must be the number of a point in the orbit. This operation traces the Schreier tree and returns a word in the inverses of the generators that maps the point with number nr to the starting point. As above, a word is here a list of positive integers which are numbers of inverses of the generators of the orbit.

##### 3.1-18 ActWithWord

`‣ ActWithWord`( gens, w, op, p ) | ( operation )

Returns: A point

gens must be a list of group generators, w a list of positive integers less than or equal to the length of gens, op an action function and p a point. This operation computes the action of the word w in the generators gens on the point p and returns the result.

##### 3.1-19 EvaluateWord

`‣ EvaluateWord`( gens, w ) | ( operation )

Returns: A group element

gens must be a list of group generators, w a list of positive integers less than or equal to the length of gens. This operation evaluates the word w in the generators gens and returns the result.

##### 3.1-20 AddGeneratorsToOrbit

`‣ AddGeneratorsToOrbit`( orb, l[, p] ) | ( operation )

Returns: The orbit object orb

orb must be an orbit object, l a list of new generators and, if given, p must be a list of permutations of equal length. p must be given if and only if the component `permgens` was specified upon creation of the orbit object. The new generators are appended to the old list of generators. The orbit object is changed such that it then shows the outcome of a breadth-first orbit enumeration with the new list of generators. Note that the order of the points already enumerated will not be changed. However, the Schreier tree changes, the component `orbind` is changed to indicate the order in which the points were found in the breadth-first search with the new generators and the components `depth` and `depthmarks` are changed.

Note that all this is particularly efficient if the orbit has a log. If you add generators to an orbit with log, the old generators do not have to be applied again to all points!

Note that new generators can actually enlarge an orbit if they generate a larger group than the old ones alone. Note also that when adding generators, the orbit is automatically enumerated completely

##### 3.1-21 MakeSchreierTreeShallow

`‣ MakeSchreierTreeShallow`( orb[, d] ) | ( operation )

Returns: The orbit object orb

Uses `AddGeneratorsToOrbit` (3.1-20) to add more generators to the orbit in order to make the Schreier tree shallower. If d it is given, generators are added until the depth is less than or equal to d or until three more generators did not reduce the depth any more. If d is not given, then the logarithm to base 2 of the orbit length is taken as a default value.

##### 3.1-22 FindSuborbits

`‣ FindSuborbits`( orb, subgens[, nrsuborbits] ) | ( operation )

Returns: A record

The argument orb must be a closed orbit object with a Schreier vector, subgens a list of generators for a subgroup of the originally acting group. If given, nrsuborbits must be a lower limit for the number of suborbits.

The returned record describes the suborbit structure of orb with respect to the group generated by subgens using the following components: `issuborbitrecord` is bound to `true`, `o` is bound to orb, `nrsuborbits` is bound to the number of suborbits and `reps` is a list of length `nrsuborbits` containing the index in the orbit of a representative for each suborbit. Likewise, `words` contains words in the original group generators of the orbit that map the starting point of the orbit to those representatives. `lens` is a list containing the lengths of the suborbits. The component `suborbs` is bound to a list of lists, one for each suborbit containing the indices of the points in the orbit. The component `suborbnr` is a list with the same length as the orbit, containing in position i the number of the suborbit in which point i in the orbit is contained.

Finally, the component `conjsuborbit` is bound to a list of length `nrsuborbits`, containing for each suborbit the number the suborbit reached from the starting point by the inverse of the word used to reach the orbit representative. This latter information probably only makes sense when the subgroup generated by subgens is contained in the point stabiliser of the starting point of the orbit, because then this is the so-called conjugate suborbit of a suborbit.

##### 3.1-23 OrbitIntersectionMatrix

`‣ OrbitIntersectionMatrix`( r, g ) | ( operation )

Returns: An integer matrix

The argument r must be a suborbit record as returned by the operation `FindSuborbits` (3.1-22) above, describing the suborbit structure of an orbit with respect to a subgroup. g must be an element of the acting group. If k is the number of suborbits and the suborbits are O_1, ..., O_k, then the matrix returned by this operation has the integer |O_i ⋅ g ∩ O_j| in its (i,j)-entry.

##### 3.1-24 ORB_EstimateOrbitSize

`‣ ORB_EstimateOrbitSize`( gens, pt, op, L, limit, timeout ) | ( function )

Returns: `fail` or a record

The argument gens is a list of group generators for a group G, the argument pt a point and op and action function for a group action of G acting on points like pt. This function starts to act with random elements of G on pt producing random elements of the orbit pt*G and uses the birthday paradox to estimate the orbit size. To this end it creates points of the orbit until L coincidences (points found twice) have been found. If before this happens limit tries have been reached or if more than timeout milliseconds have ellapsed, the function gives up and returns `fail`. Otherwise it estimates the orbit size giving an estimate in the component `estimate`, a confidence interval described by the components `lowerbound` and `upperbound`, a list of generators for the stabiliser in the component `Sgens` and the number of coincidences that were caused by picking the same group element. The length of `Sgens` is L-`grpcoinc`. Use at least 15 for L, otherwise the statistics are not valid.

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