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SUBROUTINE MB02FD( TYPET, K, N, P, S, T, LDT, R, LDR, DWORK,
$ LDWORK, INFO )
C
C SLICOT RELEASE 5.0.
C
C Copyright (c) 2002-2009 NICONET e.V.
C
C This program is free software: you can redistribute it and/or
C modify it under the terms of the GNU General Public License as
C published by the Free Software Foundation, either version 2 of
C the License, or (at your option) any later version.
C
C This program is distributed in the hope that it will be useful,
C but WITHOUT ANY WARRANTY; without even the implied warranty of
C MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
C GNU General Public License for more details.
C
C You should have received a copy of the GNU General Public License
C along with this program. If not, see
C <http://www.gnu.org/licenses/>.
C
C PURPOSE
C
C To compute the incomplete Cholesky (ICC) factor of a symmetric
C positive definite (s.p.d.) block Toeplitz matrix T, defined by
C either its first block row, or its first block column, depending
C on the routine parameter TYPET.
C
C By subsequent calls of this routine, further rows / columns of
C the Cholesky factor can be added.
C Furthermore, the generator of the Schur complement of the leading
C (P+S)*K-by-(P+S)*K block in T is available, which can be used,
C e.g., for measuring the quality of the ICC factorization.
C
C ARGUMENTS
C
C Mode Parameters
C
C TYPET CHARACTER*1
C Specifies the type of T, as follows:
C = 'R': T contains the first block row of an s.p.d. block
C Toeplitz matrix; the ICC factor R is upper
C trapezoidal;
C = 'C': T contains the first block column of an s.p.d.
C block Toeplitz matrix; the ICC factor R is lower
C trapezoidal; this choice leads to better
C localized memory references and hence a faster
C algorithm.
C Note: in the sequel, the notation x / y means that
C x corresponds to TYPET = 'R' and y corresponds to
C TYPET = 'C'.
C
C Input/Output Parameters
C
C K (input) INTEGER
C The number of rows / columns in T, which should be equal
C to the blocksize. K >= 0.
C
C N (input) INTEGER
C The number of blocks in T. N >= 0.
C
C P (input) INTEGER
C The number of previously computed block rows / columns
C of R. 0 <= P <= N.
C
C S (input) INTEGER
C The number of block rows / columns of R to compute.
C 0 <= S <= N-P.
C
C T (input/output) DOUBLE PRECISION array, dimension
C (LDT,(N-P)*K) / (LDT,K)
C On entry, if P = 0, then the leading K-by-N*K / N*K-by-K
C part of this array must contain the first block row /
C column of an s.p.d. block Toeplitz matrix.
C If P > 0, the leading K-by-(N-P)*K / (N-P)*K-by-K must
C contain the negative generator of the Schur complement of
C the leading P*K-by-P*K part in T, computed from previous
C calls of this routine.
C On exit, if INFO = 0, then the leading K-by-(N-P)*K /
C (N-P)*K-by-K part of this array contains, in the first
C K-by-K block, the upper / lower Cholesky factor of
C T(1:K,1:K), in the following S-1 K-by-K blocks, the
C Householder transformations applied during the process,
C and in the remaining part, the negative generator of the
C Schur complement of the leading (P+S)*K-by(P+S)*K part
C in T.
C
C LDT INTEGER
C The leading dimension of the array T.
C LDT >= MAX(1,K), if TYPET = 'R';
C LDT >= MAX(1,(N-P)*K), if TYPET = 'C'.
C
C R (input/output) DOUBLE PRECISION array, dimension
C (LDR, N*K) / (LDR, S*K ) if P = 0;
C (LDR, (N-P+1)*K) / (LDR, (S+1)*K ) if P > 0.
C On entry, if P > 0, then the leading K-by-(N-P+1)*K /
C (N-P+1)*K-by-K part of this array must contain the
C nonzero blocks of the last block row / column in the
C ICC factor from a previous call of this routine. Note that
C this part is identical with the positive generator of
C the Schur complement of the leading P*K-by-P*K part in T.
C If P = 0, then R is only an output parameter.
C On exit, if INFO = 0 and P = 0, then the leading
C S*K-by-N*K / N*K-by-S*K part of this array contains the
C upper / lower trapezoidal ICC factor.
C On exit, if INFO = 0 and P > 0, then the leading
C (S+1)*K-by-(N-P+1)*K / (N-P+1)*K-by-(S+1)*K part of this
C array contains the upper / lower trapezoidal part of the
C P-th to (P+S)-th block rows / columns of the ICC factor.
C The elements in the strictly lower / upper trapezoidal
C part are not referenced.
C
C LDR INTEGER
C The leading dimension of the array R.
C LDR >= MAX(1, S*K ), if TYPET = 'R' and P = 0;
C LDR >= MAX(1, (S+1)*K ), if TYPET = 'R' and P > 0;
C LDR >= MAX(1, N*K ), if TYPET = 'C' and P = 0;
C LDR >= MAX(1, (N-P+1)*K ), if TYPET = 'C' and P > 0.
C
C Workspace
C
C DWORK DOUBLE PRECISION array, dimension (LDWORK)
C On exit, if INFO = 0, DWORK(1) returns the optimal
C value of LDWORK.
C On exit, if INFO = -11, DWORK(1) returns the minimum
C value of LDWORK.
C
C LDWORK INTEGER
C The length of the array DWORK.
C LDWORK >= MAX(1,(N+1)*K,4*K), if P = 0;
C LDWORK >= MAX(1,(N-P+2)*K,4*K), if P > 0.
C For optimum performance LDWORK should be larger.
C
C Error Indicator
C
C INFO INTEGER
C = 0: successful exit;
C < 0: if INFO = -i, the i-th argument had an illegal
C value;
C = 1: the reduction algorithm failed; the Toeplitz matrix
C associated with T is not (numerically) positive
C definite in its leading (P+S)*K-by-(P+S)*K part.
C
C METHOD
C
C Householder transformations and modified hyperbolic rotations
C are used in the Schur algorithm [1], [2].
C
C REFERENCES
C
C [1] Kailath, T. and Sayed, A.
C Fast Reliable Algorithms for Matrices with Structure.
C SIAM Publications, Philadelphia, 1999.
C
C [2] Kressner, D. and Van Dooren, P.
C Factorizations and linear system solvers for matrices with
C Toeplitz structure.
C SLICOT Working Note 2000-2, 2000.
C
C NUMERICAL ASPECTS
C
C The implemented method is numerically stable.
C 3
C The algorithm requires 0(K S (N-P)) floating point operations.
C
C CONTRIBUTOR
C
C D. Kressner, Technical Univ. Berlin, Germany, April 2001.
C
C REVISIONS
C
C V. Sima, Research Institute for Informatics, Bucharest, Apr. 2001,
C Mar. 2004.
C
C KEYWORDS
C
C Elementary matrix operations, Householder transformation, matrix
C operations, Toeplitz matrix.
C
C ******************************************************************
C
C .. Parameters ..
DOUBLE PRECISION ONE
PARAMETER ( ONE = 1.0D0 )
C .. Scalar Arguments ..
CHARACTER TYPET
INTEGER INFO, K, LDR, LDT, LDWORK, N, P, S
C .. Array Arguments ..
DOUBLE PRECISION DWORK(*), R(LDR,*), T(LDT,*)
C .. Local Scalars ..
INTEGER COUNTR, I, IERR, MAXWRK, ST, STARTR
LOGICAL ISROW
C .. External Functions ..
LOGICAL LSAME
EXTERNAL LSAME
C .. External Subroutines ..
EXTERNAL DLACPY, DPOTRF, DTRSM, MB02CX, MB02CY, XERBLA
C .. Intrinsic Functions ..
INTRINSIC INT, MAX, MIN
C
C .. Executable Statements ..
C
C Decode the scalar input parameters.
C
INFO = 0
ISROW = LSAME( TYPET, 'R' )
C
C Check the scalar input parameters.
C
IF ( .NOT.( ISROW .OR. LSAME( TYPET, 'C' ) ) ) THEN
INFO = -1
ELSE IF ( K.LT.0 ) THEN
INFO = -2
ELSE IF ( N.LT.0 ) THEN
INFO = -3
ELSE IF ( P.LT.0 .OR. P.GT.N ) THEN
INFO = -4
ELSE IF ( S.LT.0 .OR. S.GT.( N-P ) ) THEN
INFO = -5
ELSE IF ( LDT.LT.1 .OR. ( ISROW .AND. LDT.LT.K ) .OR.
$ ( .NOT.ISROW .AND. LDT.LT.( N-P )*K ) ) THEN
INFO = -7
ELSE IF ( LDR.LT.1 .OR.
$ ( ISROW .AND. P.EQ.0 .AND. ( LDR.LT.S*K ) ) .OR.
$ ( ISROW .AND. P.GT.0 .AND. ( LDR.LT.( S+1 )*K ) ) .OR.
$ ( .NOT.ISROW .AND. P.EQ.0 .AND. ( LDR.LT.N*K ) ) .OR.
$ ( .NOT.ISROW .AND. P.GT.0 .AND. ( LDR.LT.( N-P+1 )*K ) ) ) THEN
INFO = -9
ELSE
IF ( P.EQ.0 ) THEN
COUNTR = ( N + 1 )*K
ELSE
COUNTR = ( N - P + 2 )*K
END IF
COUNTR = MAX( COUNTR, 4*K )
IF ( LDWORK.LT.MAX( 1, COUNTR ) ) THEN
DWORK(1) = MAX( 1, COUNTR )
INFO = -11
END IF
END IF
C
C Return if there were illegal values.
C
IF ( INFO.NE.0 ) THEN
CALL XERBLA( 'MB02FD', -INFO )
RETURN
END IF
C
C Quick return if possible.
C
IF ( MIN( K, N, S ).EQ.0 ) THEN
DWORK(1) = ONE
RETURN
END IF
C
MAXWRK = 1
C
IF ( ISROW ) THEN
C
IF ( P.EQ.0 ) THEN
C
C T is the first block row of a block Toeplitz matrix.
C Bring T to proper form by triangularizing its first block.
C
CALL DPOTRF( 'Upper', K, T, LDT, IERR )
IF ( IERR.NE.0 ) THEN
C
C Error return: The matrix is not positive definite.
C
INFO = 1
RETURN
END IF
C
IF ( N.GT.1 )
$ CALL DTRSM( 'Left', 'Upper', 'Transpose', 'NonUnit', K,
$ (N-1)*K, ONE, T, LDT, T(1,K+1), LDT )
CALL DLACPY( 'Upper', K, N*K, T, LDT, R, LDR )
C
IF ( S.EQ.1 ) THEN
DWORK(1) = ONE
RETURN
END IF
C
ST = 2
COUNTR = ( N - 1 )*K
ELSE
ST = 1
COUNTR = ( N - P )*K
END IF
C
STARTR = 1
C
DO 10 I = ST, S
CALL DLACPY( 'Upper', K, COUNTR, R(STARTR,STARTR), LDR,
$ R(STARTR+K,STARTR+K), LDR )
STARTR = STARTR + K
COUNTR = COUNTR - K
CALL MB02CX( 'Row', K, K, K, R(STARTR,STARTR), LDR,
$ T(1,STARTR), LDT, DWORK, 3*K, DWORK(3*K+1),
$ LDWORK-3*K, IERR )
IF ( IERR.NE.0 ) THEN
C
C Error return: The matrix is not positive definite.
C
INFO = 1
RETURN
END IF
C
MAXWRK = MAX( MAXWRK, INT( DWORK(3*K+1) ) + 3*K )
CALL MB02CY( 'Row', 'NoStructure', K, K, COUNTR, K,
$ R(STARTR,STARTR+K), LDR, T(1,STARTR+K), LDT,
$ T(1,STARTR), LDT, DWORK, 3*K, DWORK(3*K+1),
$ LDWORK-3*K, IERR )
MAXWRK = MAX( MAXWRK, INT( DWORK(3*K+1) ) + 3*K )
10 CONTINUE
C
ELSE
C
IF ( P.EQ.0 ) THEN
C
C T is the first block column of a block Toeplitz matrix.
C Bring T to proper form by triangularizing its first block.
C
CALL DPOTRF( 'Lower', K, T, LDT, IERR )
IF ( IERR.NE.0 ) THEN
C
C Error return: The matrix is not positive definite.
C
INFO = 1
RETURN
END IF
C
IF ( N.GT.1 )
$ CALL DTRSM( 'Right', 'Lower', 'Transpose', 'NonUnit',
$ (N-1)*K, K, ONE, T, LDT, T(K+1,1), LDT )
CALL DLACPY( 'Lower', N*K, K, T, LDT, R, LDR )
C
IF ( S.EQ.1 ) THEN
DWORK(1) = ONE
RETURN
END IF
C
ST = 2
COUNTR = ( N - 1 )*K
ELSE
ST = 1
COUNTR = ( N - P )*K
END IF
C
STARTR = 1
C
DO 20 I = ST, S
CALL DLACPY( 'Lower', COUNTR, K, R(STARTR,STARTR), LDR,
$ R(STARTR+K,STARTR+K), LDR )
STARTR = STARTR + K
COUNTR = COUNTR - K
CALL MB02CX( 'Column', K, K, K, R(STARTR,STARTR), LDR,
$ T(STARTR,1), LDT, DWORK, 3*K, DWORK(3*K+1),
$ LDWORK-3*K, IERR )
IF ( IERR.NE.0 ) THEN
C
C Error return: The matrix is not positive definite.
C
INFO = 1
RETURN
END IF
C
MAXWRK = MAX( MAXWRK, INT( DWORK(3*K+1) ) + 3*K )
CALL MB02CY( 'Column', 'NoStructure', K, K, COUNTR, K,
$ R(STARTR+K,STARTR), LDR, T(STARTR+K,1), LDT,
$ T(STARTR,1), LDT, DWORK, 3*K, DWORK(3*K+1),
$ LDWORK-3*K, IERR )
MAXWRK = MAX( MAXWRK, INT( DWORK(3*K+1) ) + 3*K )
20 CONTINUE
C
END IF
C
DWORK(1) = MAXWRK
C
RETURN
C
C *** Last line of MB02FD ***
END
|
