Combinatorics
SmallCollections.Combinatorics
— ModuleSmallCollections.Combinatorics
This module contains functions related to enumerative combinatorics.
Subsets and set compositions
When used with a SmallBitSet
as first argument, the following functions internally use the function pdep
. As discussed in the docstring for pdep
, performance is much better if the processor supports the BMI2 instruction set. The same applies to setcompositions
with more than two parts, even if the first argument is not a SmallBitSet
.
SmallCollections.Combinatorics.subsets
— Methodsubsets(s::S) where S <: SmallBitSet -> AbstractVector{S}
subsets(n::Integer) -> AbstractVector{SmallBitSet{UInt}}
In the first form, return a vector of length 2^length(s)
whose elements are the subsets of the set s
.
In the second form the set s
is taken to be SmallBitSet(1:n)
.
See also subsets(::Integer, ::Integer)
.
Examples
julia> collect(subsets(SmallBitSet{UInt8}([3, 5])))
4-element Vector{SmallBitSet{UInt8}}:
SmallBitSet([])
SmallBitSet([3])
SmallBitSet([5])
SmallBitSet([3, 5])
julia> collect(subsets(2))
4-element Vector{SmallBitSet{UInt64}}:
SmallBitSet([])
SmallBitSet([1])
SmallBitSet([2])
SmallBitSet([1, 2])
julia> subsets(2)[2]
SmallBitSet{UInt64} with 1 element:
1
SmallCollections.Combinatorics.subsets
— Methodsubsets(s::SmallBitSet, k::Integer)
subsets(n::Integer, k::Integer)
In the first form, return an iterator that yields all k
-element subsets of the set s
. The element type is the type of s
. If k
is negative or larger than length(s)
, then the iterator is empty.
In the second form the set s
is taken to be SmallBitSet(1:n)
.
See also subsets(::Integer)
, setcompositions_parity
.
Example
julia> collect(subsets(SmallBitSet{UInt8}(2:2:8), 3))
4-element Vector{SmallBitSet{UInt8}}:
SmallBitSet([2, 4, 6])
SmallBitSet([2, 4, 8])
SmallBitSet([2, 6, 8])
SmallBitSet([4, 6, 8])
julia> collect(subsets(3, 2))
3-element Vector{SmallBitSet{UInt64}}:
SmallBitSet([1, 2])
SmallBitSet([1, 3])
SmallBitSet([2, 3])
julia> collect(subsets(3, 4))
SmallBitSet{UInt64}[]
SmallCollections.Combinatorics.setcompositions
— Functionsetcompositions(s::S, ks::Vararg{Integer,N}) where {S <: SmallBitSet, N}
setcompositions(ks::Vararg{Integer,N}) where N
In the first form, return an iterator that yields all ks
-compositions of the set s
, that is, all ordered partitions of s
into N
sets of size ks[1]
to ks[N]
, respectively. The element type is NTuple{N, S}
. The partition sizes in ks
must be non-negative and add up to length(s)
.
In the second form the set s
is taken to be SmallBitSet(1:sum(ks))
. This gives an iterator over all set compositions of the integer sum(ks)
.
See also subsets
, setcompositions_parity
.
Examples
julia> collect(setcompositions(SmallBitSet([2, 4, 5]), 1, 2))
3-element Vector{Tuple{SmallBitSet{UInt64}, SmallBitSet{UInt64}}}:
(SmallBitSet([2]), SmallBitSet([4, 5]))
(SmallBitSet([4]), SmallBitSet([2, 5]))
(SmallBitSet([5]), SmallBitSet([2, 4]))
julia> collect(setcompositions(1, 1, 1))
6-element Vector{Tuple{SmallBitSet{UInt64}, SmallBitSet{UInt64}, SmallBitSet{UInt64}}}:
(SmallBitSet([1]), SmallBitSet([2]), SmallBitSet([3]))
(SmallBitSet([2]), SmallBitSet([1]), SmallBitSet([3]))
(SmallBitSet([1]), SmallBitSet([3]), SmallBitSet([2]))
(SmallBitSet([3]), SmallBitSet([1]), SmallBitSet([2]))
(SmallBitSet([2]), SmallBitSet([3]), SmallBitSet([1]))
(SmallBitSet([3]), SmallBitSet([2]), SmallBitSet([1]))
julia> collect(setcompositions(SmallBitSet([2, 4, 5]), 1, 0, 2))
3-element Vector{Tuple{SmallBitSet{UInt64}, SmallBitSet{UInt64}, SmallBitSet{UInt64}}}:
(SmallBitSet([2]), SmallBitSet([]), SmallBitSet([4, 5]))
(SmallBitSet([4]), SmallBitSet([]), SmallBitSet([2, 5]))
(SmallBitSet([5]), SmallBitSet([]), SmallBitSet([2, 4]))
julia> collect(setcompositions(SmallBitSet()))
1-element Vector{Tuple{}}:
()
SmallCollections.Combinatorics.setcompositions_parity
— Methodsetcompositions_parity(s::S, ks::Vararg{Integer,N}) where {S <: SmallBitSet, N}
setcompositions_parity(ks::Vararg{Integer,N}) where N
In the first form, return an iterator that yields all ks
-compositions of the set s
together with the parity of the permutation that puts the elements back into an increasing order. See setcompositions
and setcomposition_parity
for details. The iterator returns tuples (t, p)
, where t
is of type NTuple{N, S}
and the parity p
is of type Bool
where false
means even and true
means odd. The partition sizes in ks
must be non-negative and add up to length(s)
.
In the second form the set s
is taken to be SmallBitSet(1:sum(ks))
.
See also setcompositions
, setcomposition_parity
.
Examples
julia> collect(setcompositions_parity(SmallBitSet([2, 4, 5]), 1, 2))
3-element Vector{Tuple{Tuple{SmallBitSet{UInt64}, SmallBitSet{UInt64}}, Bool}}:
((SmallBitSet([2]), SmallBitSet([4, 5])), 0)
((SmallBitSet([4]), SmallBitSet([2, 5])), 1)
((SmallBitSet([5]), SmallBitSet([2, 4])), 0)
julia> all(s == setcomposition_parity(a, b) for ((a, b), s) in setcompositions_parity(1, 2))
true
SmallCollections.Combinatorics.setcomposition_parity
— Functionsetcomposition_parity(ss::SmallBitSet...) -> Bool
Return true
if an odd number of transpositions is needed to transform the elements of the sets ss
into an increasing sequence, and false
otherwise. The sets are considered as increasing sequences and assumed to be disjoint.
See also setcompositions_parity
.
Examples
julia> s, t, u = SmallBitSet([2, 3, 8]), SmallBitSet([1, 4, 6]), SmallBitSet([5, 7]);
julia> setcomposition_parity(s, t), setcomposition_parity(s, t, u)
(true, false)
Permutations
SmallCollections.Combinatorics.permutations
— Functionpermutations(n::Integer)
Return an iterator that yields all permutations of the integers from 1
to n
.
The argument n
must be between 0
and 16
. The identity permutation is returned first. Each permutation is of type SmallVector{16,Int8}
, but this may change in the future.
See also permutations_parity_transposition
.
Examples
julia> collect(permutations(3))
6-element Vector{SmallVector{16, Int8}}:
[1, 2, 3]
[2, 1, 3]
[3, 1, 2]
[1, 3, 2]
[2, 3, 1]
[3, 2, 1]
julia> collect(permutations(0))
1-element Vector{SmallVector{16, Int8}}:
0-element SmallVector{16, Int8}
SmallCollections.Combinatorics.permutations_parity_transposition
— Functionpermutations_parity_transposition(n::Integer)
Return an iterator that yields all permutations p
of the integers from 1
to n
together with some extra data. The first element of the tuple returned is the permutation p
. The second element is the parity of p
(false
for even and true
for odd permutations). The third element is a pair (i, j)
that indicates the transposition t
by which p
differs from the previously returned permutation q
. (More precisely, the new permutations p
is obtained by first applying t
and then q
.)
The argument n
must be between 0
and 16
. The iterator returns the identity permutation first; in this case the transposition pair is set to (0, 0)
. The true transpositions (i, j)
satisfy i < j
. Each permutation is of type SmallVector{16,Int8}
, but this may change in the future.
See also permutations
.
Examples
julia> collect(permutations_parity_transposition(3))
6-element Vector{Tuple{SmallVector{16, Int8}, Int64, Tuple{Int64, Int64}}}:
([1, 2, 3], 0, (0, 0))
([2, 1, 3], 1, (1, 2))
([3, 1, 2], 0, (1, 3))
([1, 3, 2], 1, (1, 2))
([2, 3, 1], 0, (1, 3))
([3, 2, 1], 1, (1, 2))
julia> collect(permutations_parity_transposition(0))
1-element Vector{Tuple{SmallVector{16, Int8}, Int64, Tuple{Int64, Int64}}}:
([], 0, (0, 0))