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check_solution reports actual lower bound for kappa
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@ -145,7 +145,7 @@ function check_solution{T<:Number}(κ::T, sqrt_matrix::Array{T,2}, Δ::GroupAlge
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println("‖Δ² - κΔ - ∑ξᵢ*ξᵢ‖₁ ≈ $L₁_dist")
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end
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distance_to_cone = 2^3*eoi_SOS_L₁_dist - κ
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distance_to_cone = κ - 2^3*eoi_SOS_L₁_dist
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return distance_to_cone
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end
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@ -169,25 +169,32 @@ function ℚ_distance_to_positive_cone(Δ::GroupAlgebraElement, κ, A;
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println("")
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println("Checking in floating-point arithmetic...")
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@time fp_distance = check_solution(κ, A_sqrt, Δ, verbose=verbose)
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println("Distance to positive cone ≈ $(Float64(trunc(fp_distance,8)))")
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println("Floating point distance (to positive cone) ≈ $(Float64(trunc(fp_distance,8)))")
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println("-------------------------------------------------------------")
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println("")
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if fp_distance ≤ 0
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return fp_distance
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end
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println("Checking in rational arithmetic...")
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κ_ℚ = ℚ(trunc(κ,Int(abs(log10(tol)))), tol)
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A_sqrt_ℚ, Δ_ℚ = ℚ(A_sqrt, tol), ℚ(Δ, tol)
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@time ℚ_distance = check_solution(κ_ℚ, A_sqrt_ℚ, Δ_ℚ, verbose=verbose)
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@assert isa(ℚ_distance, Rational)
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println("Distance to positive cone ≈ $(Float64(trunc(ℚ_distance,8)))")
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println("Rational distance (to positive cone) ≈ $(Float64(trunc(ℚ_distance,8)))")
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println("-------------------------------------------------------------")
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println("")
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if ℚ_distance ≤ 0
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return ℚ_distance
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end
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println("Projecting columns of A_sqrt to the augmentation ideal...")
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A_sqrt_ℚ_aug = correct_to_augmentation_ideal(A_sqrt_ℚ)
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@time ℚ_dist_to_Σ² = check_solution(κ_ℚ, A_sqrt_ℚ_aug, Δ_ℚ, verbose=verbose, augmented=true)
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@assert isa(ℚ_dist_to_Σ², Rational)
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s = (ℚ_dist_to_Σ² < 0? "≤": "≥")
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println("Distance to positive cone $s $(Float64(trunc(ℚ_dist_to_Σ²,8)))")
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println("Augmentation-projected rational distance (to positive cone)")
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println("$(Float64(trunc(ℚ_dist_to_Σ²,8))) ≤ κ(G,S)")
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println("-------------------------------------------------------------")
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return ℚ_dist_to_Σ²
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end
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