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authorAlberto Ruiz <aruiz@um.es>2007-10-26 16:18:28 +0000
committerAlberto Ruiz <aruiz@um.es>2007-10-26 16:18:28 +0000
commit71320675021472b2f97191ba514c651ceb8a1617 (patch)
tree421fbf8f7d7d3e3d9c7fa5fdb87d2d9eb9ce0d96 /lib/Numeric
parent86406ad682436d55932318b85123fe1afc865bbf (diff)
added Schur factorization
Diffstat (limited to 'lib/Numeric')
-rw-r--r--lib/Numeric/LinearAlgebra/Algorithms.hs6
-rw-r--r--lib/Numeric/LinearAlgebra/LAPACK.hs28
-rw-r--r--lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c49
-rw-r--r--lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h4
4 files changed, 85 insertions, 2 deletions
diff --git a/lib/Numeric/LinearAlgebra/Algorithms.hs b/lib/Numeric/LinearAlgebra/Algorithms.hs
index 1345975..7f8e84c 100644
--- a/lib/Numeric/LinearAlgebra/Algorithms.hs
+++ b/lib/Numeric/LinearAlgebra/Algorithms.hs
@@ -35,6 +35,8 @@ module Numeric.LinearAlgebra.Algorithms (
35 chol, 35 chol,
36-- ** Hessenberg 36-- ** Hessenberg
37 hess, 37 hess,
38-- ** Schur
39 schur,
38-- * Nullspace 40-- * Nullspace
39 nullspacePrec, 41 nullspacePrec,
40 nullVector, 42 nullVector,
@@ -79,6 +81,8 @@ class (Linear Matrix t) => GenMat t where
79 qr :: Matrix t -> (Matrix t, Matrix t) 81 qr :: Matrix t -> (Matrix t, Matrix t)
80 -- | Hessenberg factorization using lapack's dgehrd or zgehrd. 82 -- | Hessenberg factorization using lapack's dgehrd or zgehrd.
81 hess :: Matrix t -> (Matrix t, Matrix t) 83 hess :: Matrix t -> (Matrix t, Matrix t)
84 -- | Schur factorization using lapack's dgees or zgees.
85 schur :: Matrix t -> (Matrix t, Matrix t)
82 -- | Conjugate transpose. 86 -- | Conjugate transpose.
83 ctrans :: Matrix t -> Matrix t 87 ctrans :: Matrix t -> Matrix t
84 88
@@ -93,6 +97,7 @@ instance GenMat Double where
93 cholSH = cholS 97 cholSH = cholS
94 qr = GSL.unpackQR . qrR 98 qr = GSL.unpackQR . qrR
95 hess = unpackHess hessR 99 hess = unpackHess hessR
100 schur = schurR
96 101
97instance GenMat (Complex Double) where 102instance GenMat (Complex Double) where
98 svd = svdC 103 svd = svdC
@@ -105,6 +110,7 @@ instance GenMat (Complex Double) where
105 cholSH = cholH 110 cholSH = cholH
106 qr = unpackQR . qrC 111 qr = unpackQR . qrC
107 hess = unpackHess hessC 112 hess = unpackHess hessC
113 schur = schurC
108 114
109-- | Eigenvalues and Eigenvectors of a complex hermitian or real symmetric matrix using lapack's dsyev or zheev. If @(s,v) = eigSH m@ then @m == v \<> diag s \<> ctrans v@ 115-- | Eigenvalues and Eigenvectors of a complex hermitian or real symmetric matrix using lapack's dsyev or zheev. If @(s,v) = eigSH m@ then @m == v \<> diag s \<> ctrans v@
110eigSH :: GenMat t => Matrix t -> (Vector Double, Matrix t) 116eigSH :: GenMat t => Matrix t -> (Vector Double, Matrix t)
diff --git a/lib/Numeric/LinearAlgebra/LAPACK.hs b/lib/Numeric/LinearAlgebra/LAPACK.hs
index a84a17e..628d4f8 100644
--- a/lib/Numeric/LinearAlgebra/LAPACK.hs
+++ b/lib/Numeric/LinearAlgebra/LAPACK.hs
@@ -21,7 +21,8 @@ module Numeric.LinearAlgebra.LAPACK (
21 linearSolveSVDR, linearSolveSVDC, 21 linearSolveSVDR, linearSolveSVDC,
22 cholS, cholH, 22 cholS, cholH,
23 qrR, qrC, 23 qrR, qrC,
24 hessR, hessC 24 hessR, hessC,
25 schurR, schurC
25) where 26) where
26 27
27import Data.Packed.Internal 28import Data.Packed.Internal
@@ -351,7 +352,7 @@ hessR a = unsafePerformIO $ do
351----------------------------------------------------------------------------------- 352-----------------------------------------------------------------------------------
352foreign import ccall "LAPACK/lapack-aux.h hess_l_C" zgehrd :: TCMCVCM 353foreign import ccall "LAPACK/lapack-aux.h hess_l_C" zgehrd :: TCMCVCM
353 354
354-- | Wrapper for LAPACK's /zgeqr2/, which computes a Hessenberg factorization of a square complex matrix. 355-- | Wrapper for LAPACK's /zgehrd/, which computes a Hessenberg factorization of a square complex matrix.
355hessC :: Matrix (Complex Double) -> (Matrix (Complex Double), Vector (Complex Double)) 356hessC :: Matrix (Complex Double) -> (Matrix (Complex Double), Vector (Complex Double))
356hessC a = unsafePerformIO $ do 357hessC a = unsafePerformIO $ do
357 r <- createMatrix ColumnMajor m n 358 r <- createMatrix ColumnMajor m n
@@ -362,3 +363,26 @@ hessC a = unsafePerformIO $ do
362 n = cols a 363 n = cols a
363 mn = min m n 364 mn = min m n
364 365
366-----------------------------------------------------------------------------------
367foreign import ccall "LAPACK/lapack-aux.h schur_l_R" dgees :: TMMM
368
369-- | Wrapper for LAPACK's /dgees/, which computes a Schur factorization of a square real matrix.
370schurR :: Matrix Double -> (Matrix Double, Matrix Double)
371schurR a = unsafePerformIO $ do
372 u <- createMatrix ColumnMajor n n
373 s <- createMatrix ColumnMajor n n
374 dgees // mat fdat a // mat dat u // mat dat s // check "schurR" [fdat a]
375 return (u,s)
376 where n = rows a
377
378-----------------------------------------------------------------------------------
379foreign import ccall "LAPACK/lapack-aux.h schur_l_C" zgees :: TCMCMCM
380
381-- | Wrapper for LAPACK's /zgees/, which computes a Schur factorization of a square complex matrix.
382schurC :: Matrix (Complex Double) -> (Matrix (Complex Double), Matrix (Complex Double))
383schurC a = unsafePerformIO $ do
384 u <- createMatrix ColumnMajor n n
385 s <- createMatrix ColumnMajor n n
386 zgees // mat fdat a // mat dat u // mat dat s // check "schurC" [fdat a]
387 return (u,s)
388 where n = rows a
diff --git a/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c b/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c
index 04ef416..cab3f5b 100644
--- a/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c
+++ b/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c
@@ -701,3 +701,52 @@ int hess_l_C(KCMAT(a), CVEC(tau), CMAT(r)) {
701 free(WORK); 701 free(WORK);
702 OK 702 OK
703} 703}
704
705//////////////////// Schur factorization /////////////////////////
706
707int schur_l_R(KDMAT(a), DMAT(u), DMAT(s)) {
708 integer m = ar;
709 integer n = ac;
710 REQUIRES(m>=1 && n==m && ur==n && uc==n && sr==n && sc==n, BAD_SIZE);
711 DEBUGMSG("schur_l_R");
712 memcpy(sp,ap,n*n*sizeof(double));
713 integer lwork = 6*n; // fixme
714 double *WORK = (double*)malloc(lwork*sizeof(double));
715 double *WR = (double*)malloc(n*sizeof(double));
716 double *WI = (double*)malloc(n*sizeof(double));
717 // WR and WI not really required in this call
718 logical *BWORK = (logical*)malloc(n*sizeof(logical));
719 integer res;
720 integer sdim;
721 dgees_ ("V","N",NULL,&n,sp,&n,&sdim,WR,WI,up,&n,WORK,&lwork,BWORK,&res);
722 CHECK(res,res);
723 free(WR);
724 free(WI);
725 free(BWORK);
726 free(WORK);
727 OK
728}
729
730int schur_l_C(KCMAT(a), CMAT(u), CMAT(s)) {
731 integer m = ar;
732 integer n = ac;
733 REQUIRES(m>=1 && n==m && ur==n && uc==n && sr==n && sc==n, BAD_SIZE);
734 DEBUGMSG("schur_l_C");
735 memcpy(sp,ap,n*n*sizeof(doublecomplex));
736 integer lwork = 6*n; // fixme
737 doublecomplex *WORK = (doublecomplex*)malloc(lwork*sizeof(doublecomplex));
738 doublecomplex *W = (doublecomplex*)malloc(n*sizeof(doublecomplex));
739 // W not really required in this call
740 logical *BWORK = (logical*)malloc(n*sizeof(logical));
741 double *RWORK = (double*)malloc(n*sizeof(double));
742 integer res;
743 integer sdim;
744 zgees_ ("V","N",NULL,&n,(doublecomplex*)sp,&n,&sdim,W,
745 (doublecomplex*)up,&n,
746 WORK,&lwork,RWORK,BWORK,&res);
747 CHECK(res,res);
748 free(W);
749 free(BWORK);
750 free(WORK);
751 OK
752}
diff --git a/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h b/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h
index 52ac41e..e5d74d7 100644
--- a/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h
+++ b/lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h
@@ -48,3 +48,7 @@ int qr_l_C(KCMAT(a), CVEC(tau), CMAT(r));
48int hess_l_R(KDMAT(a), DVEC(tau), DMAT(r)); 48int hess_l_R(KDMAT(a), DVEC(tau), DMAT(r));
49 49
50int hess_l_C(KCMAT(a), CVEC(tau), CMAT(r)); 50int hess_l_C(KCMAT(a), CVEC(tau), CMAT(r));
51
52int schur_l_R(KDMAT(a), DMAT(u), DMAT(s));
53
54int schur_l_C(KCMAT(a), CMAT(u), CMAT(s));