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a bit on support for constraints
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@ -147,16 +147,22 @@ function LinearAlgebra.dot(cm::ConstraintMatrix, m::AbstractMatrix{T}) where {T}
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return convert(eltype(cm), cm.val) * (pos - neg)
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return convert(eltype(cm), cm.val) * (pos - neg)
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end
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end
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function constraints(A::StarAlgebras.StarAlgebra; augmented::Bool)
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function constraints(
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return constraints(basis(A), A.mstructure; augmented = augmented)
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A::StarAlgebras.StarAlgebra,
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support = axes(A.mstructure, 1);
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augmented::Bool,
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)
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return constraints(basis(A), support, A.mstructure; augmented = augmented)
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end
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end
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function constraints(
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function constraints(
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basis::StarAlgebras.AbstractBasis,
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basis::StarAlgebras.AbstractBasis,
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support,
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mstr::StarAlgebras.MultiplicativeStructure;
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mstr::StarAlgebras.MultiplicativeStructure;
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augmented = false,
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augmented = false,
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)
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)
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cnstrs = _constraints(
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cnstrs = _constraints(
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support,
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mstr;
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mstr;
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augmented = augmented,
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augmented = augmented,
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num_constraints = length(basis),
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num_constraints = length(basis),
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@ -170,6 +176,7 @@ function constraints(
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end
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end
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function _constraints(
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function _constraints(
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support::AbstractVector{<:Integer},
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mstr::StarAlgebras.MultiplicativeStructure;
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mstr::StarAlgebras.MultiplicativeStructure;
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augmented::Bool = false,
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augmented::Bool = false,
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num_constraints = maximum(mstr),
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num_constraints = maximum(mstr),
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@ -178,9 +185,11 @@ function _constraints(
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cnstrs = [signed(eltype(mstr))[] for _ in 1:num_constraints]
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cnstrs = [signed(eltype(mstr))[] for _ in 1:num_constraints]
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LI = LinearIndices(size(mstr))
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LI = LinearIndices(size(mstr))
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for ci in CartesianIndices(size(mstr))
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l = length(support)
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k = LI[ci]
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for ci in CartesianIndices((l, l))
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i, j = Tuple(ci)
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i1, j1 = Tuple(ci)
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i, j = support[i1], support[j1]
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k = LI[CartesianIndex(i, j)]
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a_star_b = mstr[-i, j]
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a_star_b = mstr[-i, j]
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push!(cnstrs[a_star_b], k)
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push!(cnstrs[a_star_b], k)
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if augmented
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if augmented
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@ -193,3 +202,17 @@ function _constraints(
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end
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end
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return cnstrs
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return cnstrs
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end
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end
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function SparseArrays.sparse(cm::ConstraintMatrix{Tv,Ti}) where {Tv,Ti}
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I = Ti[]
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J = Ti[]
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V = Tv[]
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CI = CartesianIndices(cm)
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for (idx, v) in nzpairs(cm)
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ci = CI[idx]
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push!(I, ci[1])
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push!(J, ci[2])
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push!(V, v)
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end
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return SparseArrays.sparse(I, J, V, size(cm)...)
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end
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