C    Copyright (c) 2005-2017 National Technology & Engineering Solutions
C    of Sandia, LLC (NTESS).  Under the terms of Contract DE-NA0003525 with
C    NTESS, the U.S. Government retains certain rights in this software.
C
C    Redistribution and use in source and binary forms, with or without
C    modification, are permitted provided that the following conditions are
C    met:
C
C        * Redistributions of source code must retain the above copyright
C          notice, this list of conditions and the following disclaimer.
C
C        * Redistributions in binary form must reproduce the above
C          copyright notice, this list of conditions and the following
C          disclaimer in the documentation and/or other materials provided
C          with the distribution.
C
C        * Neither the name of NTESS nor the names of its
C          contributors may be used to endorse or promote products derived
C          from this software without specific prior written permission.
C
C    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
C    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
C    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
C    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
C    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
C    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
C    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
C    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
C    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
C    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
C    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
C

      subroutine tinvit(nm,n,d,e,e2,m,w,ind,z,
     x                  ierr,rv1,rv2,rv3,rv4,rv6)
c
      integer i,j,m,n,p,q,r,s,ii,ip,jj,nm,its,tag,ierr,group
      double precision d(n),e(n),e2(n),w(m),z(nm,m),
     x       rv1(n),rv2(n),rv3(n),rv4(n),rv6(n)
      double precision u,v,uk,xu,x0,x1,eps2,eps3,eps4,norm,order,epslon,
     x       pythag
      integer ind(m)
c
c     this subroutine is a translation of the inverse iteration tech-
c     nique in the algol procedure tristurm by peters and wilkinson.
c     handbook for auto. comp., vol.ii-linear algebra, 418-439(1971).
c
c     this subroutine finds those eigenvectors of a tridiagonal
c     symmetric matrix corresponding to specified eigenvalues,
c     using inverse iteration.
c
c     on input
c
c        nm must be set to the row dimension of two-dimensional
c          array parameters as declared in the calling program
c          dimension statement.
c
c        n is the order of the matrix.
c
c        d contains the diagonal elements of the input matrix.
c
c        e contains the subdiagonal elements of the input matrix
c          in its last n-1 positions.  e(1) is arbitrary.
c
c        e2 contains the squares of the corresponding elements of e,
c          with zeros corresponding to negligible elements of e.
c          e(i) is considered negligible if it is not larger than
c          the product of the relative machine precision and the sum
c          of the magnitudes of d(i) and d(i-1).  e2(1) must contain
c          0.0d0 if the eigenvalues are in ascending order, or 2.0d0
c          if the eigenvalues are in descending order.  if  bisect,
c          tridib, or  imtqlv  has been used to find the eigenvalues,
c          their output e2 array is exactly what is expected here.
c
c        m is the number of specified eigenvalues.
c
c        w contains the m eigenvalues in ascending or descending order.
c
c        ind contains in its first m positions the submatrix indices
c          associated with the corresponding eigenvalues in w --
c          1 for eigenvalues belonging to the first submatrix from
c          the top, 2 for those belonging to the second submatrix, etc.
c
c     on output
c
c        all input arrays are unaltered.
c
c        z contains the associated set of orthonormal eigenvectors.
c          any vector which fails to converge is set to zero.
c
c        ierr is set to
c          zero       for normal return,
c          -r         if the eigenvector corresponding to the r-th
c                     eigenvalue fails to converge in 5 iterations.
c
c        rv1, rv2, rv3, rv4, and rv6 are temporary storage arrays.
c
c     calls pythag for  dsqrt(a*a + b*b) .
c
c     questions and comments should be directed to burton s. garbow,
c     mathematics and computer science div, argonne national laboratory
c
c     this version dated august 1983.
c
c     ------------------------------------------------------------------
c
      ierr = 0
      if (m .eq. 0) go to 1001
      tag = 0
      order = 1.0d0 - e2(1)
      q = 0
c     .......... establish and process next submatrix ..........
  100 p = q + 1
c
      do 120 q = p, n
         if (q .eq. n) go to 140
         if (e2(q+1) .eq. 0.0d0) go to 140
  120 continue
c     .......... find vectors by inverse iteration ..........
  140 tag = tag + 1
      s = 0
c
      do 920 r = 1, m
         if (ind(r) .ne. tag) go to 920
         its = 1
         x1 = w(r)
         if (s .ne. 0) go to 510
c     .......... check for isolated root ..........
         xu = 1.0d0
         if (p .ne. q) go to 490
         rv6(p) = 1.0d0
         go to 870
  490    norm = dabs(d(p))
         ip = p + 1
c
         do 500 i = ip, q
  500    norm = dmax1(norm, dabs(d(i))+dabs(e(i)))
c     .......... eps2 is the criterion for grouping,
c                eps3 replaces zero pivots and equal
c                roots are modified by eps3,
c                eps4 is taken very small to avoid overflow ..........
         eps2 = 1.0d-3 * norm
         eps3 = epslon(norm)
         uk = q - p + 1
         eps4 = uk * eps3
         uk = eps4 / dsqrt(uk)
         s = p
  505    group = 0
         go to 520
c     .......... look for close or coincident roots ..........
  510    if (dabs(x1-x0) .ge. eps2) go to 505
         group = group + 1
         if (order * (x1 - x0) .le. 0.0d0) x1 = x0 + order * eps3
c     .......... elimination with interchanges and
c                initialization of vector ..........
  520    v = 0.0d0
c
         do 580 i = p, q
            rv6(i) = uk
            if (i .eq. p) go to 560
            if (dabs(e(i)) .lt. dabs(u)) go to 540
c     .......... warning -- a divide check may occur here if
c                e2 array has not been specified correctly ..........
            xu = u / e(i)
            rv4(i) = xu
            rv1(i-1) = e(i)
            rv2(i-1) = d(i) - x1
            rv3(i-1) = 0.0d0
            if (i .ne. q) rv3(i-1) = e(i+1)
            u = v - xu * rv2(i-1)
            v = -xu * rv3(i-1)
            go to 580
  540       xu = e(i) / u
            rv4(i) = xu
            rv1(i-1) = u
            rv2(i-1) = v
            rv3(i-1) = 0.0d0
  560       u = d(i) - x1 - xu * v
            if (i .ne. q) v = e(i+1)
  580    continue
c
         if (u .eq. 0.0d0) u = eps3
         rv1(q) = u
         rv2(q) = 0.0d0
         rv3(q) = 0.0d0
c     .......... back substitution
c                for i=q step -1 until p do -- ..........
  600    do 620 ii = p, q
            i = p + q - ii
            rv6(i) = (rv6(i) - u * rv2(i) - v * rv3(i)) / rv1(i)
            v = u
            u = rv6(i)
  620    continue
c     .......... orthogonalize with respect to previous
c                members of group ..........
         if (group .eq. 0) go to 700
         j = r
c
         do 680 jj = 1, group
  630       j = j - 1
            if (ind(j) .ne. tag) go to 630
            xu = 0.0d0
c
            do 640 i = p, q
  640       xu = xu + rv6(i) * z(i,j)
c
            do 660 i = p, q
  660       rv6(i) = rv6(i) - xu * z(i,j)
c
  680    continue
c
  700    norm = 0.0d0
c
         do 720 i = p, q
  720    norm = norm + dabs(rv6(i))
c
         if (norm .ge. 1.0d0) go to 840
c     .......... forward substitution ..........
         if (its .eq. 5) go to 830
         if (norm .ne. 0.0d0) go to 740
         rv6(s) = eps4
         s = s + 1
         if (s .gt. q) s = p
         go to 780
  740    xu = eps4 / norm
c
         do 760 i = p, q
  760    rv6(i) = rv6(i) * xu
c     .......... elimination operations on next vector
c                iterate ..........
  780    do 820 i = ip, q
            u = rv6(i)
c     .......... if rv1(i-1) .eq. e(i), a row interchange
c                was performed earlier in the
c                triangularization process ..........
            if (rv1(i-1) .ne. e(i)) go to 800
            u = rv6(i-1)
            rv6(i-1) = rv6(i)
  800       rv6(i) = u - rv4(i) * rv6(i-1)
  820    continue
c
         its = its + 1
         go to 600
c     .......... set error -- non-converged eigenvector ..........
  830    ierr = -r
         xu = 0.0d0
         go to 870
c     .......... normalize so that sum of squares is
c                1 and expand to full order ..........
  840    u = 0.0d0
c
         do 860 i = p, q
  860    u = pythag(u,rv6(i))
c
         xu = 1.0d0 / u
c
  870    do 880 i = 1, n
  880    z(i,r) = 0.0d0
c
         do 900 i = p, q
  900    z(i,r) = rv6(i) * xu
c
         x0 = x1
  920 continue
c
      if (q .lt. n) go to 100
 1001 return
      end
