// Copyright ©2023 The Gonum Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package testlapack import ( "fmt" "math" "testing" "golang.org/x/exp/rand" "gonum.org/v1/gonum/floats" "gonum.org/v1/gonum/lapack" ) type Dptconer interface { Dptcon(n int, d, e []float64, anorm float64, work []float64) (rcond float64) Dpttrf(n int, d, e []float64) (ok bool) Dpttrs(n, nrhs int, d, e []float64, b []float64, ldb int) } func DptconTest(t *testing.T, impl Dptconer) { rnd := rand.New(rand.NewSource(1)) for _, n := range []int{0, 1, 2, 3, 4, 5, 10, 20, 50, 51, 52, 53, 54, 100} { dptconTest(t, impl, rnd, n) } } func dptconTest(t *testing.T, impl Dptconer, rnd *rand.Rand, n int) { const tol = 1e-15 name := fmt.Sprintf("n=%v", n) // Generate a random diagonally dominant symmetric tridiagonal matrix A. d, e := newRandomSymTridiag(n, rnd) aNorm := dlanst(lapack.MaxColumnSum, n, d, e) // Compute the Cholesky factorization of A. ok := impl.Dpttrf(n, d, e) if !ok { t.Errorf("%v: bad test matrix, Dpttrf failed", name) return } // Compute the reciprocal of the condition number of A. dCopy := make([]float64, len(d)) copy(dCopy, d) eCopy := make([]float64, len(e)) copy(eCopy, e) work := make([]float64, 3*n) rcondGot := impl.Dptcon(n, d, e, aNorm, work) // Check that Dptcon didn't modify d and e. if !floats.Equal(d, dCopy) { t.Errorf("%v: unexpected modification of d", name) } if !floats.Equal(e, eCopy) { t.Errorf("%v: unexpected modification of e", name) } // Compute the norm of A⁻¹. aInv, lda := make([]float64, n*n), max(1, n) for i := 0; i < n; i++ { aInv[i*lda+i] = 1 } impl.Dpttrs(n, n, d, e, aInv, lda) aInvNorm := dlange(lapack.MaxColumnSum, n, n, aInv, lda) rcondWant := 1.0 if aNorm > 0 && aInvNorm > 0 { rcondWant = 1 / aNorm / aInvNorm } diff := math.Abs(rcondGot - rcondWant) if diff > tol { t.Errorf("%v: unexpected value of rcond. got=%v, want=%v (diff=%v)", name, rcondGot, rcondWant, diff) } }