Program e04rpfe
! E04RPF Example Program Text
! Read a 'generic' LMI/BMI SDP problem from the input file,
! formulate the problem via a handle and pass it to the solver.
! Mark 30.0 Release. NAG Copyright 2024.
! .. Use Statements ..
Use, Intrinsic :: iso_c_binding, Only: c_ptr
Use nag_library, Only: e04raf, e04ref, e04rff, e04rjf, e04rnf, e04rpf, &
e04ryf, e04rzf, e04svf, nag_wp
! .. Implicit None Statement ..
Implicit None
! .. Parameters ..
Integer, Parameter :: nin = 5, nout = 6
! .. Local Scalars ..
Type (c_ptr) :: handle
Integer :: blkidx, dimaq, idblk, idlc, idx, &
idxend, ifail, inform, midx, nblk, &
nclin, nnzasum, nnzb, nnzc, nnzh, &
nnzqsum, nnzu, nnzua, nnzuc, nq, &
nvar
! .. Local Arrays ..
Real (Kind=nag_wp), Allocatable :: a(:), b(:), bl(:), bu(:), cvec(:), &
h(:), q(:), x(:)
Real (Kind=nag_wp) :: rdummy(1), rinfo(32), stats(32)
Integer, Allocatable :: icola(:), icolb(:), icolh(:), &
icolq(:), idxc(:), irowa(:), &
irowb(:), irowh(:), irowq(:), &
nnza(:), nnzq(:), qi(:), qj(:)
Integer :: idummy(1)
! .. Executable Statements ..
Write (nout,*) 'E04RPF Example Program Results'
Write (nout,*)
Flush (nout)
! Skip heading in the data file.
Read (nin,*)
! Read the problem size.
Read (nin,*) nvar
Read (nin,*) nnzh
Read (nin,*) nclin, nnzb
Read (nin,*) nblk
! Initialize handle to an empty problem.
ifail = 0
Call e04raf(handle,nvar,ifail)
! Read the linear part of the objective function.
Allocate (cvec(nvar))
Read (nin,*) cvec(1:nvar)
If (nnzh==0) Then
! Add the linear objective function to the problem formulation.
ifail = 0
Call e04ref(handle,nvar,cvec,ifail)
Deallocate (cvec)
Else
! The linear part of the objective was read in as dense, E04RFF needs
! the sparse format.
nnzc = nvar
Allocate (idxc(nnzc))
Do idx = 1, nvar
idxc(idx) = idx
End Do
! Read nonzeros for H (quadratic part of the objective) if present.
Allocate (irowh(nnzh),icolh(nnzh),h(nnzh))
Do idx = 1, nnzh
Read (nin,*) h(idx), irowh(idx), icolh(idx)
End Do
! Add the quadratic objective function to the problem formulation.
ifail = 0
Call e04rff(handle,nnzc,idxc,cvec,nnzh,irowh,icolh,h,ifail)
Deallocate (idxc,cvec,irowh,icolh,h)
End If
! Read a block of linear constraints and its bounds if present.
If (nclin>0 .And. nnzb>0) Then
Allocate (irowb(nnzb),icolb(nnzb),b(nnzb),bl(nclin),bu(nclin))
Do idx = 1, nnzb
Read (nin,*) b(idx), irowb(idx), icolb(idx)
End Do
Read (nin,*) bl(1:nclin)
Read (nin,*) bu(1:nclin)
! Add the block of linear constraints.
idlc = 0
ifail = 0
Call e04rjf(handle,nclin,bl,bu,nnzb,irowb,icolb,b,idlc,ifail)
Deallocate (irowb,icolb,b,bl,bu)
End If
! Read all matrix inequalities.
Do blkidx = 1, nblk
Read (nin,*) dimaq
Read (nin,*) nnzasum, nnzqsum
idblk = 0
If (nnzasum>0) Then
! Read a linear matrix inequality composed of (NVAR+1) matrices.
Allocate (nnza(nvar+1),irowa(nnzasum),icola(nnzasum),a(nnzasum))
idx = 1
Do midx = 1, nvar + 1
! Read matrix A_{midx-1}.
Read (nin,*) nnza(midx)
idxend = idx + nnza(midx) - 1
Do idx = idx, idxend
Read (nin,*) a(idx), irowa(idx), icola(idx)
End Do
End Do
! Add the linear matrix inequality to the problem formulation.
idblk = 0
ifail = 0
Call e04rnf(handle,nvar,dimaq,nnza,nnzasum,irowa,icola,a,1,idummy, &
idblk,ifail)
Deallocate (nnza,irowa,icola,a)
End If
If (nnzqsum>0) Then
! Read bilinear part of the matrix inequality composed of NQ matrices.
Read (nin,*) nq
Allocate (qi(nq),qj(nq),nnzq(nq),irowq(nnzqsum),icolq(nnzqsum), &
q(nnzqsum))
idx = 1
Do midx = 1, nq
! Read matrix Q_ij where i=QI(midx), j=QJ(midx).
Read (nin,*) qi(midx), qj(midx)
Read (nin,*) nnzq(midx)
idxend = idx + nnzq(midx) - 1
Do idx = idx, idxend
Read (nin,*) q(idx), irowq(idx), icolq(idx)
End Do
End Do
! Expand the existing linear matrix inequality with the bilinear terms
! or (if linear part was not present) create a new matrix inequality.
ifail = 0
Call e04rpf(handle,nq,qi,qj,dimaq,nnzq,nnzqsum,irowq,icolq,q,idblk, &
ifail)
Deallocate (qi,qj,nnzq,irowq,icolq,q)
End If
End Do
! Problem was successfully decoded.
Write (nout,*) 'SDP problem was read, passing it to the solver.'
Write (nout,*)
Flush (nout)
! Print overview of the handle.
ifail = 0
Call e04ryf(handle,nout,'Overview,Matrix Constraints',ifail)
! Allocate memory for the solver.
Allocate (x(nvar))
! Call the solver, ignore Lagrangian multipliers.
nnzu = 0
nnzuc = 0
nnzua = 0
inform = 0
x(:) = 0.0_nag_wp
ifail = 0
Call e04svf(handle,nvar,x,nnzu,rdummy,nnzuc,rdummy,nnzua,rdummy,rinfo, &
stats,inform,ifail)
! Destroy the handle.
ifail = 0
Call e04rzf(handle,ifail)
End Program e04rpfe