Program g02aefe
! G02AEF Example Program Text
! Mark 27.3 Release. NAG Copyright 2021.
! .. Use Statements ..
Use nag_library, Only: dgemm, g02aef, nag_wp, x04caf
! .. Implicit None Statement ..
Implicit None
! .. Parameters ..
Real (Kind=nag_wp), Parameter :: one = 1.0_nag_wp
Real (Kind=nag_wp), Parameter :: zero = 0.0_nag_wp
Integer, Parameter :: nin = 5, nout = 6
! .. Local Scalars ..
Real (Kind=nag_wp) :: errtol, nrmpgd
Integer :: feval, i, ifail, iter, k, lda, ldg, &
ldx, maxit, n
! .. Local Arrays ..
Real (Kind=nag_wp), Allocatable :: a(:,:), g(:,:), x(:,:)
! .. Executable Statements ..
Write (nout,*) 'G02AEF Example Program Results'
Write (nout,*)
Flush (nout)
! Skip heading in data file
Read (nin,*)
! Read in the problem size
Read (nin,*) n
lda = n
ldg = n
ldx = n
Allocate (a(lda,n),g(ldg,n),x(ldx,n))
! Read in the matrix G
Read (nin,*)(g(i,1:n),i=1,n)
! Use the defaults for ERRTOL and MAXIT
errtol = zero
maxit = 0
! Set k value
k = 2
! Calculate the nearest factor loading matrix
ifail = 0
Call g02aef(g,ldg,n,k,errtol,maxit,x,ldx,iter,feval,nrmpgd,ifail)
! Display results
ifail = 0
Call x04caf('General',' ',n,k,x,ldx,'Factor Loading Matrix X',ifail)
Write (nout,*)
Write (nout,99999) 'Number of steps taken:', iter
Write (nout,99998) 'Number of function evaluations:', feval
! Generate Nearest k factor correlation matrix
! The NAG name equivalent of dgemm is f06yaf
Call dgemm('N','T',n,n,k,one,x,n,x,n,zero,a,n)
Do i = 1, n
a(i,i) = one
End Do
Write (nout,*)
Flush (nout)
ifail = 0
Call x04caf('General',' ',n,n,a,lda,'Nearest Correlation Matrix',ifail)
99999 Format (1X,A,I11)
99998 Format (1X,A,I9)
End Program g02aefe