Program f08zffe
! F08ZFF Example Program Text
! Mark 30.0 Release. NAG Copyright 2024.
! .. Use Statements ..
Use nag_library, Only: dgemv, dggrqf, dnrm2, dormqr, dormrq, dtrmv, &
dtrtrs, nag_wp
! .. Implicit None Statement ..
Implicit None
! .. Parameters ..
Real (Kind=nag_wp), Parameter :: one = 1.0E0_nag_wp
Integer, Parameter :: nb = 64, nin = 5, nout = 6
! .. Local Scalars ..
Real (Kind=nag_wp) :: rnorm
Integer :: i, info, lda, ldb, lwork, m, n, p
! .. Local Arrays ..
Real (Kind=nag_wp), Allocatable :: a(:,:), b(:,:), c(:), d(:), taua(:), &
taub(:), work(:), x(:)
! .. Intrinsic Procedures ..
Intrinsic :: min
! .. Executable Statements ..
Write (nout,*) 'F08ZFF Example Program Results'
Write (nout,*)
! Skip heading in data file
Read (nin,*)
Read (nin,*) m, n, p
lda = m
ldb = p
lwork = nb*(p+n)
Allocate (a(lda,n),b(ldb,n),c(m),d(p),taua(n),taub(n),work(lwork),x(n))
! Read B, A, C and D from data file
Read (nin,*)(a(i,1:n),i=1,m)
Read (nin,*)(b(i,1:n),i=1,p)
Read (nin,*) c(1:m)
Read (nin,*) d(1:p)
! Compute the generalized RQ factorization of (B,A) as
! B = (0 T12)*Q, A = Z*(R11 R12)*Q, where T12, R11
! ( 0 R22)
! are upper triangular
! The NAG name equivalent of dggrqf is f08zff
Call dggrqf(p,m,n,b,ldb,taub,a,lda,taua,work,lwork,info)
! Set Qx = y. The problem then reduces to:
! minimize (Ry - Z^Tc) subject to Ty = d
! Update c = Z^T*c -> minimize (Ry-c)
! The NAG name equivalent of dormqr is f08agf
Call dormqr('Left','Transpose',m,1,min(m,n),a,lda,taua,c,m,work,lwork, &
info)
! Putting y = (y1), solve T12*w = d for w, storing result in d
! (w )
! The NAG name equivalent of dtrtrs is f07tef
Call dtrtrs('Upper','No transpose','Non-unit',p,1,b(1,n-p+1),ldb,d,p, &
info)
If (info>0) Then
Write (nout,*) 'The upper triangular factor of B is singular, '
Write (nout,*) 'the least squares solution could not be computed'
Go To 100
End If
! From first n-p rows of (Ry-c) we have: R11*y1 + R12*w = c(1:n-p) = c1
! Form c1 = c1 - R12*w = R11*y1
! The NAG name equivalent of dgemv is f06raf
Call dgemv('No transpose',n-p,p,-one,a(1,n-p+1),lda,d,1,one,c,1)
! Solve R11*y1 = c1 for y1, storing result in c(1:n-p)
! The NAG name equivalent of dtrtrs is f07tef
Call dtrtrs('Upper','No transpose','Non-unit',n-p,1,a,lda,c,n-p,info)
If (info>0) Then
Write (nout,*) 'The upper triangular factor of A is singular, '
Write (nout,*) 'the least squares solution could not be computed'
Go To 100
End If
! Copy y into X (first y1, then w)
x(1:n-p) = c(1:n-p)
x(n-p+1:n) = d(1:p)
! Compute x = (Q**T)*y
! The NAG name equivalent of dormrq is f08ckf
Call dormrq('Left','Transpose',n,1,p,b,ldb,taub,x,n,work,lwork,info)
! The least squares solution is in x, the remainder here is to compute
! the residual, which equals c2 - R22*w.
! Upper triangular part of R22 first
! The NAG name equivalent of dtrmv is f06pff
Call dtrmv('Upper','No transpose','Non-unit',min(m,n)-n+p, &
a(n-p+1,n-p+1),lda,d,1)
Do i = 1, min(m,n) - n + p
c(n-p+i) = c(n-p+i) - d(i)
End Do
If (m<n) Then
! Additional rectangular part of R22
! The NAG name equivalent of dgemv is f06paf
Call dgemv('No transpose',m-n+p,n-m,-one,a(n-p+1,m+1),lda,d(m-n+p+1), &
1,one,c(n-p+1),1)
End If
! Compute norm of residual sum of squares.
rnorm = dnrm2(m-(n-p),c(n-p+1),1)
! Print least squares solution x
Write (nout,*) 'Constrained least squares solution'
Write (nout,99999) x(1:n)
! Print estimate of the square root of the residual sum of squares
Write (nout,*)
Write (nout,*) 'Square root of the residual sum of squares'
Write (nout,99998) rnorm
100 Continue
99999 Format (1X,7F11.4)
99998 Format (3X,1P,E11.2)
End Program f08zffe