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@ -1,8 +1,5 @@
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###############################################################################
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###############################################################################
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#
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# Settings and filenames
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# Settings and filenames
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#
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###############################################################################
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abstract type Settings end
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abstract type Settings end
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@ -71,10 +68,7 @@ function filename(path::String, name, extension; prefix=nothing, suffix=nothing)
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end
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end
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###############################################################################
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###############################################################################
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#
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# Approximation by SOS (logged & warmstarted)
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# Approximation by SOS (logged & warmstarted)
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#
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###############################################################################
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function warmstart(sett::Settings)
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function warmstart(sett::Settings)
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warmstart_fname = filename(sett, :warmstart)
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warmstart_fname = filename(sett, :warmstart)
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@ -110,11 +104,16 @@ function approximate_by_SOS(sett::Naive,
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if any(isnan, P)
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if any(isnan, P)
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@warn "The solution seems to contain NaNs. Not overriding warmstart.jld"
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@warn "The solution seems to contain NaNs. Not overriding warmstart.jld"
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else
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else
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save(filename(sett, :warmstart), "warmstart", (ws.primal, ws.dual, ws.slack), "P", P, "λ", λ)
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save(filename(sett, :warmstart),
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"warmstart", (ws.primal, ws.dual, ws.slack),
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"P", P,
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"λ", λ)
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end
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end
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save(filename(sett, :warmstart, suffix=Dates.now()),
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save(filename(sett, :warmstart, suffix=Dates.now()),
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"warmstart", (ws.primal, ws.dual, ws.slack), "P", P, "λ", λ)
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"warmstart", (ws.primal, ws.dual, ws.slack),
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"P", P,
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"λ", λ)
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return λ, P
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return λ, P
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end
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end
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@ -131,7 +130,8 @@ function approximate_by_SOS(sett::Symmetrized,
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orbit_data
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orbit_data
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catch ex
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catch ex
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@warn ex.msg
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@warn ex.msg
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isdefined(parent(orderunit), :basis) || throw("You need to define basis of Group Ring to compute orbit decomposition!")
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Grouprings.hasbasis(parent(orderunit)) ||
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throw("You need to define basis of Group Ring to compute orbit decomposition!")
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@info "Computing orbit and Wedderburn decomposition..."
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@info "Computing orbit and Wedderburn decomposition..."
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orbit_data = OrbitData(parent(orderunit), sett.autS)
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orbit_data = OrbitData(parent(orderunit), sett.autS)
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save(filename(sett, :OrbitData), "OrbitData", orbit_data)
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save(filename(sett, :OrbitData), "OrbitData", orbit_data)
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@ -156,11 +156,16 @@ function approximate_by_SOS(sett::Symmetrized,
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if any(any(isnan, P) for P in Ps)
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if any(any(isnan, P) for P in Ps)
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@warn "The solution seems to contain NaNs. Not overriding warmstart.jld"
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@warn "The solution seems to contain NaNs. Not overriding warmstart.jld"
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else
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else
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save(filename(sett, :warmstart), "warmstart", (ws.primal, ws.dual, ws.slack), "Ps", Ps, "λ", λ)
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save(filename(sett, :warmstart),
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"warmstart", (ws.primal, ws.dual, ws.slack),
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"Ps", Ps,
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"λ", λ)
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end
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end
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save(filename(sett, :warmstart, suffix=Dates.now()),
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save(filename(sett, :warmstart, suffix=Dates.now()),
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"warmstart", (ws.primal, ws.dual, ws.slack), "Ps", Ps, "λ", λ)
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"warmstart", (ws.primal, ws.dual, ws.slack),
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"Ps", Ps,
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"λ", λ)
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@info "Reconstructing P..."
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@info "Reconstructing P..."
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@time P = reconstruct(Ps, orbit_data)
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@time P = reconstruct(Ps, orbit_data)
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@ -169,10 +174,7 @@ function approximate_by_SOS(sett::Symmetrized,
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end
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end
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###############################################################################
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###############################################################################
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#
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# Checking solution
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# Checking solution
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#
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###############################################################################
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function certify_SOS_decomposition(elt::GroupRingElem, orderunit::GroupRingElem,
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function certify_SOS_decomposition(elt::GroupRingElem, orderunit::GroupRingElem,
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λ::Number, Q::AbstractMatrix; R::Int=2)
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λ::Number, Q::AbstractMatrix; R::Int=2)
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@ -229,10 +231,7 @@ function spectral_gap(Δ::GroupRingElem, λ::Number, Q::AbstractMatrix; R::Int=2
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end
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end
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###############################################################################
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###############################################################################
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#
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# Interpreting the numerical results
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# Interpreting the numerical results
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#
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###############################################################################
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Kazhdan_constant(λ::Number, N::Integer) = sqrt(2*λ/N)
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Kazhdan_constant(λ::Number, N::Integer) = sqrt(2*λ/N)
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Kazhdan_constant(λ::Interval, N::Integer) = IntervalArithmetic.inf(sqrt(2*λ/N))
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Kazhdan_constant(λ::Interval, N::Integer) = IntervalArithmetic.inf(sqrt(2*λ/N))
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@ -4,7 +4,7 @@ isopposite(σ::Generic.Perm, τ::Generic.Perm, i=1, j=2) =
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isadjacent(σ::Generic.Perm, τ::Generic.Perm, i=1, j=2) =
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isadjacent(σ::Generic.Perm, τ::Generic.Perm, i=1, j=2) =
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(σ[i] == τ[i] && σ[j] ≠ τ[j]) || # first equal, second differ
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(σ[i] == τ[i] && σ[j] ≠ τ[j]) || # first equal, second differ
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(σ[j] == τ[j] && σ[i] ≠ τ[i]) || # sedond equal, first differ
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(σ[j] == τ[j] && σ[i] ≠ τ[i]) || # second equal, first differ
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(σ[i] == τ[j] && σ[j] ≠ τ[i]) || # first σ equal to second τ
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(σ[i] == τ[j] && σ[j] ≠ τ[i]) || # first σ equal to second τ
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(σ[j] == τ[i] && σ[i] ≠ τ[j]) # second σ equal to first τ
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(σ[j] == τ[i] && σ[i] ≠ τ[j]) # second σ equal to first τ
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