diff options
Diffstat (limited to 'lib/Numeric/LinearAlgebra')
-rw-r--r-- | lib/Numeric/LinearAlgebra/Algorithms.hs | 6 | ||||
-rw-r--r-- | lib/Numeric/LinearAlgebra/LAPACK.hs | 28 | ||||
-rw-r--r-- | lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.c | 49 | ||||
-rw-r--r-- | lib/Numeric/LinearAlgebra/LAPACK/lapack-aux.h | 4 |
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 | ||
97 | instance GenMat (Complex Double) where | 102 | instance 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@ |
110 | eigSH :: GenMat t => Matrix t -> (Vector Double, Matrix t) | 116 | eigSH :: 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 | ||
27 | import Data.Packed.Internal | 28 | import Data.Packed.Internal |
@@ -351,7 +352,7 @@ hessR a = unsafePerformIO $ do | |||
351 | ----------------------------------------------------------------------------------- | 352 | ----------------------------------------------------------------------------------- |
352 | foreign import ccall "LAPACK/lapack-aux.h hess_l_C" zgehrd :: TCMCVCM | 353 | foreign 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. |
355 | hessC :: Matrix (Complex Double) -> (Matrix (Complex Double), Vector (Complex Double)) | 356 | hessC :: Matrix (Complex Double) -> (Matrix (Complex Double), Vector (Complex Double)) |
356 | hessC a = unsafePerformIO $ do | 357 | hessC 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 | ----------------------------------------------------------------------------------- | ||
367 | foreign 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. | ||
370 | schurR :: Matrix Double -> (Matrix Double, Matrix Double) | ||
371 | schurR 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 | ----------------------------------------------------------------------------------- | ||
379 | foreign 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. | ||
382 | schurC :: Matrix (Complex Double) -> (Matrix (Complex Double), Matrix (Complex Double)) | ||
383 | schurC 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 | |||
707 | int 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 | |||
730 | int 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)); | |||
48 | int hess_l_R(KDMAT(a), DVEC(tau), DMAT(r)); | 48 | int hess_l_R(KDMAT(a), DVEC(tau), DMAT(r)); |
49 | 49 | ||
50 | int hess_l_C(KCMAT(a), CVEC(tau), CMAT(r)); | 50 | int hess_l_C(KCMAT(a), CVEC(tau), CMAT(r)); |
51 | |||
52 | int schur_l_R(KDMAT(a), DMAT(u), DMAT(s)); | ||
53 | |||
54 | int schur_l_C(KCMAT(a), CMAT(u), CMAT(s)); | ||