! pde45h_eq.f90 homogeneous Biharmonic equation in five dimensions ! solve Uxxxx(x,y,z,t,u) + Uyyyy(x,y,z,t,u) + Uzzzz(x,y,z,t,u) + ! Utttt(x,y,z,t,u) + Uuuuu(x,y,z,t,u) + ! 2 Uxx(x,y,z,t,u) + 2 Uyy(x,y,z,t,u) + 2 Uzz(x,y,z,t,u) + ! 2 Utt(x,y,z,t,u) + 2 Uuu(x,y,z,t,u) + 5 U(x,y,z,t,u) = 0 ! ! boundary conditions computed using U(x,y,z,t,u) ! analytic solution is U(x,y,z,t,u) = sin(x+y+z+t+u) ! module global implicit none ! problem parameters integer, parameter :: nx=6 integer, parameter :: ny=6 integer, parameter :: nz=6 integer, parameter :: nt=6 integer, parameter :: nu=6 integer, parameter :: nxyztu=(nx-2)*(ny-2)*(nz-2)*(nt-2)*(nu-2) double precision :: xmin = 0.0 double precision :: xmax = 0.5 double precision :: ymin = 0.0 double precision :: ymax = 0.5 double precision :: zmin = 0.0 double precision :: zmax = 0.5 double precision :: tmin = 0.0 double precision :: tmax = 0.5 double precision :: umin = 0.0 double precision :: umax = 0.5 double precision :: hx, hy, hz, ht, hu double precision, dimension(nxyztu,nxyztu) :: A ! stiffness matrix ! A(s(i,ii,i3,i4,i5),s(j,jj,j3,j4,j5)) double precision, dimension(nx) :: xg ! x grid coordinates double precision, dimension(ny) :: yg ! y double precision, dimension(nz) :: zg ! z double precision, dimension(nt) :: tg ! t double precision, dimension(nu) :: ug ! u double precision, dimension(nxyztu) :: R ! RHS double precision, dimension(nxyztu) :: Uk ! unknown solution double precision, dimension(nxyztu) :: Ua ! known solution for checking interface function uana(x,y,z,t,u) result(v) ! analytic solution and boundary double precision, intent(in) :: x,y,z,t,u double precision :: v end function uana subroutine simeq(n, sz, A, Y, X) integer, intent(in) :: n ! number of equations integer, intent(in) :: sz ! dimension of arrays double precision, dimension(sz,sz), intent(in) :: A double precision, dimension(sz), intent(in) :: Y double precision, dimension(sz), intent(out) :: X end subroutine simeq subroutine rderiv(order, npoints, point, hx, cx) integer, intent(in) :: order, npoints, point double precision, intent(in) :: hx double precision, dimension(npoints), intent(out) :: cx end subroutine rderiv subroutine rderiv1(order, npoints, point, hx, cx) ! point-1 integer, intent(in) :: order, npoints, point double precision, intent(in) :: hx double precision, dimension(npoints), intent(out) :: cx end subroutine rderiv1 end interface end module global module formain interface subroutine buildA() end subroutine buildA subroutine check_soln(UU) ! for specific PDE double precision, dimension(*), intent(in) :: UU end subroutine check_soln subroutine write_soln(UU) ! for specific PDE double precision, dimension(*), intent(in) :: UU end subroutine write_soln end interface end module formain module uses interface function s(i, ii, i3, i4, i5) result(v) integer, intent(in) :: i, ii, i3, i4, i5 integer :: v end function s end interface end module uses ! functions called by program function uana(x,y,z,t,u) result(v) ! analytic solution and boundary implicit none double precision, intent(in) :: x,y,z,t,u double precision :: v v = sin(x+y+z+t+u) end function uana function s(i, ii, i3, i4, i5) result(v) use global implicit none integer, intent(in) :: i, ii, i3, i4, i5 integer :: v v = (i-2)*(nx-2)*(ny-2)*(nz-2)*(nt-2) + & (ii-2)*(ny-2)*(nz-2)*(nt-2) + (i3-2)*(nz-2)*(nt-2) + & (i4-2)*(nt-2) + i5-1 end function s subroutine buildA() ! dpends on specific PDE use global use uses implicit none integer :: i, j, ii, jj, i3, j3, i4, j4, i5, j5, k double precision :: val = 0 double precision, dimension(nx) :: cxx, cxxxx double precision, dimension(ny) :: cyy, cyyyy double precision, dimension(nz) :: czz, czzzz double precision, dimension(nt) :: ctt, ctttt double precision, dimension(nu) :: cuu, cuuuu ! compute entries=A matrix, inside boundary print *, 'compute A matrix and Y RHS' print *, 'check nuderiv(4,nx,1,hx,cxxxx)' call nuderiv(4,nx,1,xg,cxxxx) do i=1,nx print *, 'cxxxx(',i,')=',cxxxx(i) end do print *, 'check rderiv(4,nx,0,hx,cxxxx)' call rderiv(4,nx,0,hx,cxxxx) do i=1,nx print *, 'cxxxx(',i,')=',cxxxx(i) end do print *, 'check rderiv1(4,nx,1,hx,cxxxx)' call rderiv1(4,nx,1,hx,cxxxx) do i=1,nx print *, 'cxxxx(',i,')=',cxxxx(i) end do print *, 'check rderiv1(4,nu,1,hu,cuuuu)' call rderiv1(4,nu,1,hu,cuuuu) do i=1,nu print *, 'cuuuu(',i,')=',cuuuu(i) end do print *, 'check rderiv1(4,nu,nu,hu,cuuuu)' call rderiv1(4,nu,nu,hu,cuuuu) do i=1,nu print *, 'cuuuu(',i,')=',cuuuu(i) end do print *, ' ' val = 0.0 do i=2,nx-1 do ii=2,ny-1 do i3=2,nz-1 do i4=2,nt-1 do i5=2,nu-1 k = s(i,ii,i3,i4,i5) ! row index ! do each term ! do d^4U/dx^4 call rderiv1(4,nx,i,hx,cxxxx) do j=1,nx val = cxxxx(j) if(j.eq.1 .or. j.eq.nx) then R(k) = R(k)-val*uana(xg(j),yg(ii),zg(i3),tg(i4),ug(i5)) else A(k,s(j,ii,i3,i4,i5))=A(k,s(j,ii,i3,i4,i5)) + val end if end do ! j ! do d^4U/dy^4 call rderiv1(4,ny,ii,hy,cyyyy) do jj=1,ny val = cyyyy(jj) if(jj.eq.1 .or. jj.eq.ny) then R(k) = R(k)-val*uana(xg(i),yg(jj),zg(i3),tg(i4),ug(i5)) else A(k,s(i,jj,i3,i4,i5))=A(k,s(i,jj,i3,i4,i5)) + val end if end do ! jj ! do d^4U/dz^4 call rderiv1(4,nz,i3,hz,czzzz) do j3=1,nz val = czzzz(j3) if(j3.eq.1 .or. j3.eq.nz) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(j3),tg(i4),ug(i5)) else A(k,s(i,ii,j3,i4,i5))=A(k,s(i,ii,j3,i4,i5)) + val end if end do ! j3 ! do d^4U/dt^4 call rderiv1(4,nt,i4,ht,ctttt) do j4=1,nt val = ctttt(j4) if(j4.eq.1 .or. j4.eq.nt) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(i3),tg(j4),ug(i5)) else A(k,s(i,ii,i3,j4,i5))=A(k,s(i,ii,i3,j4,i5)) + val end if end do ! j4 ! do d^4U/du^4 call rderiv1(4,nu,i5,hu,cuuuu) do j5=1,nu val = cuuuu(j5) if(j5.eq.1 .or. j5.eq.nu) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(i3),tg(i4),ug(j5)) else A(k,s(i,ii,i3,i4,j5))=A(k,s(i,ii,i3,i4,j5)) + val end if end do ! j5 ! do 2 d^2u/dx^2 call rderiv1(2,nx,i,hx,cxx) do j=1,nx val = 2.0*cxx(j) if(j.eq.1 .or. j.eq.nx) then R(k) = R(k)-val*uana(xg(j),yg(ii),zg(i3),tg(i4),ug(i5)) else A(k,s(j,ii,i3,i4,i5))=A(k,s(j,ii,i3,i4,i5)) + val end if end do ! j ! do 2 d^2u/dy^2 call rderiv1(2,ny,ii,hy,cyy) do jj=1,ny val = 2.0*cyy(jj) if(jj.eq.1 .or. jj.eq.ny) then R(k) = R(k)-val*uana(xg(i),yg(jj),zg(i3),tg(i4),ug(i5)) else A(k,s(i,jj,i3,i4,i5))=A(k,s(i,jj,i3,i4,i5)) + val end if end do ! jj ! do 2 d^2U/dz^2 call rderiv1(2,nz,i3,hz,czz) do j3=1,nz val = 2.0*czz(j3) if(j3.eq.1 .or. j3.eq.nz) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(j3),tg(i4),ug(i5)) else A(k,s(i,ii,j3,i4,i5))=A(k,s(i,ii,j3,i4,i5)) + val end if end do ! j3 ! do 2 d^2U/dt^2 call rderiv1(2,nt,i4,ht,ctt) do j4=1,nt val = 2.0*ctt(j4) if(j4.eq.1 .or. j4.eq.nt) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(i3),tg(j4),ug(i5)) else A(k,s(i,ii,i3,j4,i5))=A(k,s(i,ii,i3,j4,i5)) + val end if end do ! j4 ! do 2 d^2U/du^2 call rderiv1(2,nu,i5,hu,cuu) do j5=1,nu val = 2.0*cuu(j5) if(j5.eq.1 .or. j5.eq.nu) then R(k) = R(k)-val*uana(xg(i),yg(ii),zg(i3),tg(i4),ug(j5)) else A(k,s(i,ii,i3,i4,j5))=A(k,s(i,ii,i3,i4,j5)) + val end if end do ! j5 ! do 5 u(x,y,z,t,u) A(k,s(i,ii,i3,i4,i5))=A(k,s(i,ii,i3,i4,i5)) + 5.0 ! do f(x,y,z,t,u) RHS, none ! R(k) = R(k) + f(x,y,z,t,u) ! end terms end do ! i5 end do ! i4 end do ! i3 end do ! ii end do ! i end subroutine buildA function eval_derivative(xord, yord, zord, tord, uord, & i, ii, i3, i4, i5, UU) result (discrete) use global use uses implicit none integer, intent(in) :: xord, yord, zord, tord, uord integer, intent(in) :: i, ii, i3, i4, i5 double precision, dimension(*), intent(in) :: UU double precision :: discrete double precision, dimension(nx) :: cx double precision, dimension(ny) :: cy double precision, dimension(nz) :: cz double precision, dimension(nt) :: ct double precision, dimension(nu) :: cu double precision :: x, y, z, t, u integer :: j, jj, j3, j4, j5 call rderiv1(xord, nx, i, hx, cx) x = xg(i) call rderiv1(yord, ny, ii, hy, cy) y = yg(ii) call rderiv1(zord, nz, i3, hz, cz) z = zg(i3) call rderiv1(tord, nt, i4, ht, ct) t = tg(i4) call rderiv1(uord, nu, i5, hu, cu) u = ug(i5) discrete = 0.0 ! five cases of one partial x, y, z, t, u to any order if(xord.ne.0 .and. yord.eq.0 .and. zord.eq.0 .and. tord.eq.0 & .and. uord.eq.0) then ! Ux Uxx Uxxx Uxxxx do j=1,nx if(j.eq.1 .or. j.eq.nx) then discrete = discrete + cx(j)*uana(xg(j),y,z,t,u) else discrete = discrete + cx(j)*UU(s(j,ii,i3,i4,i5)) end if end do ! j else if(xord.eq.0 .and. yord.ne.0 .and. zord.eq.0 .and. tord.eq.0 & .and. uord.eq.0) then ! Uy Uyy Uyyy Uyyyy do jj=1,ny if(jj.eq.1 .or. jj.eq.ny) then discrete = discrete + cy(jj)*uana(x,yg(jj),z,t,u) else discrete = discrete + cy(jj)*UU(s(i,jj,i3,i4,i5)) end if end do ! jj else if(xord.eq.0 .and. yord.eq.0 .and. zord.ne.0 .and. tord.eq.0 & .and. uord.eq.0) then ! Uz Uzz Uzzz Uzzzz do j3=1,nz if(j3.eq.1 .or. j3.eq.nz) then discrete = discrete + cz(j3)*uana(x,y,zg(j3),t,u) else discrete = discrete + cz(j3)*UU(s(i,ii,j3,i4,i5)) end if end do ! j3 else if(xord.eq.0 .and. yord.eq.0 .and. zord.eq.0 .and. tord.ne.0 & .and. uord.eq.0) then ! Ut Utt Uttt Utttt do j4=1,nt if(j4.eq.1 .or. j4.eq.nt) then discrete = discrete + ct(j4)*uana(x,y,z,ug(j4),u) else discrete = discrete + ct(j4)*UU(s(i,ii,i3,j4,i5)) end if end do ! j4 else if(xord.eq.0 .and. yord.eq.0 .and. zord.eq.0 .and. tord.eq.0 & .and. uord.ne.0) then ! Uu Uuu Uuuu Uuuuu do j5=1,nu if(j5.eq.1 .or. j5.eq.nu) then discrete = discrete + cu(j5)*uana(x,y,z,t,ug(j5)) else discrete = discrete + cu(j5)*UU(s(i,ii,i3,i4,j5)) end if end do ! j5 end if ! return discrete end function eval_derivative subroutine check_soln(UU) ! for specific PDE ! solve Uxxxx(x,y,z,t,u) + Uyyyy(x,y,z,t,u) + Uzzzz(x,y,z,t,u) + ! Utttt(x,y,z,t,u) + Uuuuu(x,y,z,t,u) + ! 2 Uxx(x,y,z,t,u) + 2 Uyy(x,y,z,t,u) + 2 Uzz(x,y,z,t,u) + ! 2 Utt(x,y,z,t,u) + 2 * Uuu(x,y,z,t,u) + 5 U(x,y,z,t,u) = 0 use global implicit none interface function eval_derivative(xord, yord, zord, tord, uord, & i, ii, i3, i4, i5, UU) result (discrete) integer, intent(in) :: xord, yord, zord, tord, uord integer, intent(in) :: i, ii, i3, i4, i5 double precision, dimension(*), intent(in) :: UU double precision :: discrete end function eval_derivative end interface double precision, dimension(*), intent(in) :: UU double precision :: val, err, smaxerr integer :: i, ii, i3, i4, i5 smaxerr = 0.0 do i=2,nx-1 do ii=2,ny-1 do i3=2,nz-1 do i4=2,nt-1 do i5=2,nu-1 val = 0.0 ! Uxxxx(x,y,z,t,u) val = val + eval_derivative(4,0,0,0,0,i,ii,i3,i4,i5,UU) ! + Uyyyy(x,y,z,t,u) val = val + eval_derivative(0,4,0,0,0,i,ii,i3,i4,i5,UU) ! + Uzzzz(x,y,z,t,u) val = val + eval_derivative(0,0,4,0,0,i,ii,i3,i4,i5,UU) ! + Utttt(x,y,z,t,u) val = val + eval_derivative(0,0,0,4,0,i,ii,i3,i4,i5,UU) ! + Uuuuu(x,y,z,t,u) val = val + eval_derivative(0,0,0,0,4,i,ii,i3,i4,i5,UU) ! + 2 uxx(x,y,z,t,u) val = val + 2.0*eval_derivative(2,0,0,0,0,i,ii,i3,i4,i5,UU) ! + 2 uyy(x,y,z,t,u) val = val + 2.0*eval_derivative(0,2,0,0,0,i,ii,i3,i4,i5,UU) ! + 2 uzz(x,y,z,t,u) val = val + 2.0*eval_derivative(0,0,2,0,0,i,ii,i3,i4,i5,UU) ! + 2 utt(x,y,z,t,u) val = val + 2.0*eval_derivative(0,0,0,2,0,i,ii,i3,i4,i5,UU) ! + 2 uuu(x,y,z,t,u) val = val + 2.0*eval_derivative(0,0,0,0,2,i,ii,i3,i4,i5,UU) ! + 5 u(x,y,z,t,u) val = val + 5.0*uana(xg(i),yg(ii),zg(i3),tg(i4),ug(i5)) ! - no f(x,y,z,t,u) should be zero err = abs(val) if(err>smaxerr) then smaxerr = err end if end do !i5 end do !i4 end do !i3 end do ! ii end do ! i print *, 'check_soln maxerr=',smaxerr end subroutine check_soln subroutine write_soln(UU) ! for specific PDE use global use uses implicit none double precision, dimension(*), intent(in) :: UU integer :: i, ii, i3, i4, i5 print *, 'write file pde45h_eq_f90.dat' open (unit = 11, file = "pde45h_eq_f90.dat", action = "write") write(unit = 11, fmt = "(6I3)")& 5,nx,ny,nz,nt,nu do i=2,nx-1 do ii=2,ny-1 do i3=2,nz-1 do i4=2,nt-1 do i5=2,nu-1 write(unit = 11, fmt = "(6F12.6)")& xg(i),yg(ii),zg(i3),tg(i4),ug(i5),& UU(s(i,ii,i3,i4,i5)) end do !i5 end do !i4 end do !i3 end do ! ii end do ! i print *, 'file written ' end subroutine write_soln program pde45h_eq use global use formain use uses implicit none integer :: i, j, ii, jj, i3, j3, i4, j4, i5, j5 integer :: k double precision :: x, y, z, t, u double precision :: val, err, avgerr, maxerr print *, 'pde45h_eq.f90 running' print *,' solve Uxxxx(x,y,z,t,u) + Uyyyy(x,y,z,t,u) + Uzzzz(x,y,z,t,u) +' print *,' Utttt(x,y,z,t,u) + Uuuuu(x,y,z,t,u) + ' print *,' 2 Uxx(x,y,z,t,u) + 2 Uyy(x,y,z,t,u) + 2 Uzz(x,y,z,t,u) +' print *,' 2 Utt(x,y,z,t,u) + 2 Uuu(x,y,z,t,u) + 5 U(x,y,z,t,u) = 0 ' print *,' ' print *,' boundary conditions computed using U(x,y,z,t,u)' print *,' analytic solution is U(x,y,z,t,u) = sin(x+y+z+t+u)' print *, ' ' print *, 'xmin=',xmin,', xmax =',xmax print *, 'ymin=',ymin,', ymax =',ymax print *, 'zmin=',zmin,', zmax =',zmax print *, 'tmin=',tmin,', tmax =',tmax print *, 'umin=',umin,', umax =',umax print *, 'nx=',nx,', ny=',ny,', nz=',nz,', nt=',nt,', nu=',nu hx = (xmax-xmin)/(nx-1) ! does not have to be uniform spacing print *, 'x grid and analytic solution, at ymin,zmin,tmin,umin' do i=1,nx xg(i) = xmin+(i-1)*hx Ua(i) = uana(xg(i),ymin,zmin,tmin,umin) ! not saved print *, 'i=',i,', Ua(',xg(i),')=',Ua(i) end do print *, ' ' hy = (ymax-ymin)/(ny-1) ! does not have to be uniform spacing print *, 'y grid and analytic solution, at xmin,zmin,tmin,umin' do ii=1,ny yg(ii) = ymin+(ii-1)*hy Ua(ii) = uana(xmin,yg(ii),zmin,tmin,umin) print *, 'ii=',ii,', Ua(',yg(ii),')=',Ua(ii) end do print *, ' ' hz = (zmax-zmin)/(nz-1) ! does not have to be uniform spacing print *, 'z grid and analytic solution, at xmin,ymin,tmin,umin' do i3=1,nz zg(i3) = zmin+(i3-1)*hz Ua(i3) = uana(xmin,ymin,zg(i3),tmin,umin) print *, 'i3=',i3,', Ua(',zg(i3),')=',Ua(i3) end do print *, ' ' ht = (tmax-tmin)/(nt-1) ! does not have to be uniform spacing print *, 't grid and analytic solution, at xmin,ymin,zmin,umin' do i4=1,nt tg(i4) = tmin+(i4-1)*ht Ua(i4) = uana(xmin,ymin,zmin,tg(i4),umin) print *, 'i4=',i4,', Ua(',tg(i4),')=',Ua(i4) end do print *, ' ' hu = (umax-umin)/(nu-1) ! does not have to be uniform spacing print *, 'u grid and analytic solution, at xmin,ymin,zmin,tmin' do i5=1,nu ug(i5) = umin+(i5-1)*hu Ua(i5) = uana(xmin,ymin,zmin,tmin,ug(i5)) ! not saved print *, 'i5=',i5,', Ua(',ug(i5),')=',Ua(i5) end do print *, ' ' ! put solution in: Ua vector do i=2,nx-1 x = xg(i) do ii=2,ny-1 y = yg(ii) do i3=2,nz-1 z = zg(i3) do i4=2,nt-1 t = tg(i4) do i5=2,nu-1 u = ug(i5) Ua(s(i,ii,i3,i4,i5)) = uana(x,y,z,t,u) end do ! i5 end do ! i4 end do ! i3 end do ! ii end do ! i ! initialize k and f inside boundary do i=2,nx-1 do j=2,nx-1 do ii=2,ny-1 do jj=2,ny-1 do i3=2,nz-1 do j3=2,nz-1 do i4=2,nt-1 do j4=2,nt-1 do i5=2,nu-1 do j5=2,nu-1 A(s(i,ii,i3,i4,i5),s(j,jj,j3,j4,j5)) = 0.0 end do ! j5 end do ! i5 end do ! j4 end do ! i4 end do ! j3 end do ! i3 end do ! jj end do ! ii end do ! j end do ! i do i=2,nx-1 do ii=2,ny-1 do i3=2,nz-1 do i4=2,nt-1 do i5=2,nu-1 R(s(i,ii,i3,i4,i5)) = 0.0 end do ! i5 end do ! i4 end do ! i3 end do ! ii end do ! i print *, 'compute entries in stiffness matrix' call buildA() do i=nx-1,nx-1 do ii=ny-1,ny-1 do i3=nz-1,nz-1 do i4=nt-1,nt-1 do i5=nu-1,nu-1 k = s(i,ii,i3,i4,i5) do j5=2,nu-1 print *, 'k=',k,' j5=',j5,' A=',A(k,j5) end do ! j5 end do ! i5 end do ! i4 end do ! i3 end do ! ii end do ! i print *, 'solve ',nxyztu,' equations in ',nxyztu,' unknowns' call simeq(nxyztu, nxyztu, A, R, Uk) print *, 'check check_soln against solution' call check_soln(Ua) print *, 'check computed solution' call check_soln(Uk) call write_soln(Uk) avgerr = 0.0 maxerr = 0.0 print *, 'U computed discrete, Ua analytic, error' do i=2,nx-1 do ii=2,ny-1 do i3=2,nz-1 do i4=2,nt-1 do i5=2,nu-1 err = abs(Uk(s(i,ii,i3,i4,i5))-Ua(s(i,ii,i3,i4,i5))) if(err>maxerr) then maxerr = err end if avgerr = avgerr + err print "('U(',I1,',',I1,',',I1,',',I1,',',I1,')=',f7.4,', Ua=',f7.4,', err=',e15.7)", & i,ii,i3,i4,i5,Uk(s(i,ii,i3,i4,i5)),& Ua(s(i,ii,i3,i4,i5)), & (Uk(s(i,ii,i3,i4,i5))-Ua(s(i,ii,i3,i4,i5))) end do ! i5 end do ! i4 end do ! i3 end do ! ii end do ! i print *, ' maxerr=',maxerr,', avgerr=',avgerr/(nxyztu) print *, 'end pde45h_eq.f90 ' end program pde45h_eq