org.netlib.lapack
Class SGEEVX
java.lang.Object
org.netlib.lapack.SGEEVX
public class SGEEVX
 extends java.lang.Object
SGEEVX is a simplified interface to the JLAPACK routine sgeevx.
This interface converts Javastyle 2D rowmajor arrays into
the 1D columnmajor linearized arrays expected by the lower
level JLAPACK routines. Using this interface also allows you
to omit offset and leading dimension arguments. However, because
of these conversions, these routines will be slower than the low
level ones. Following is the description from the original Fortran
source. Contact seymour@cs.utk.edu with any questions.
* ..
*
* Purpose
* =======
*
* SGEEVX computes for an NbyN real nonsymmetric matrix A, the
* eigenvalues and, optionally, the left and/or right eigenvectors.
*
* Optionally also, it computes a balancing transformation to improve
* the conditioning of the eigenvalues and eigenvectors (ILO, IHI,
* SCALE, and ABNRM), reciprocal condition numbers for the eigenvalues
* (RCONDE), and reciprocal condition numbers for the right
* eigenvectors (RCONDV).
*
* The right eigenvector v(j) of A satisfies
* A * v(j) = lambda(j) * v(j)
* where lambda(j) is its eigenvalue.
* The left eigenvector u(j) of A satisfies
* u(j)**H * A = lambda(j) * u(j)**H
* where u(j)**H denotes the conjugate transpose of u(j).
*
* The computed eigenvectors are normalized to have Euclidean norm
* equal to 1 and largest component real.
*
* Balancing a matrix means permuting the rows and columns to make it
* more nearly upper triangular, and applying a diagonal similarity
* transformation D * A * D**(1), where D is a diagonal matrix, to
* make its rows and columns closer in norm and the condition numbers
* of its eigenvalues and eigenvectors smaller. The computed
* reciprocal condition numbers correspond to the balanced matrix.
* Permuting rows and columns will not change the condition numbers
* (in exact arithmetic) but diagonal scaling will. For further
* explanation of balancing, see section 4.10.2 of the LAPACK
* Users' Guide.
*
* Arguments
* =========
*
* BALANC (input) CHARACTER*1
* Indicates how the input matrix should be diagonally scaled
* and/or permuted to improve the conditioning of its
* eigenvalues.
* = 'N': Do not diagonally scale or permute;
* = 'P': Perform permutations to make the matrix more nearly
* upper triangular. Do not diagonally scale;
* = 'S': Diagonally scale the matrix, i.e. replace A by
* D*A*D**(1), where D is a diagonal matrix chosen
* to make the rows and columns of A more equal in
* norm. Do not permute;
* = 'B': Both diagonally scale and permute A.
*
* Computed reciprocal condition numbers will be for the matrix
* after balancing and/or permuting. Permuting does not change
* condition numbers (in exact arithmetic), but balancing does.
*
* JOBVL (input) CHARACTER*1
* = 'N': left eigenvectors of A are not computed;
* = 'V': left eigenvectors of A are computed.
* If SENSE = 'E' or 'B', JOBVL must = 'V'.
*
* JOBVR (input) CHARACTER*1
* = 'N': right eigenvectors of A are not computed;
* = 'V': right eigenvectors of A are computed.
* If SENSE = 'E' or 'B', JOBVR must = 'V'.
*
* SENSE (input) CHARACTER*1
* Determines which reciprocal condition numbers are computed.
* = 'N': None are computed;
* = 'E': Computed for eigenvalues only;
* = 'V': Computed for right eigenvectors only;
* = 'B': Computed for eigenvalues and right eigenvectors.
*
* If SENSE = 'E' or 'B', both left and right eigenvectors
* must also be computed (JOBVL = 'V' and JOBVR = 'V').
*
* N (input) INTEGER
* The order of the matrix A. N >= 0.
*
* A (input/output) REAL array, dimension (LDA,N)
* On entry, the NbyN matrix A.
* On exit, A has been overwritten. If JOBVL = 'V' or
* JOBVR = 'V', A contains the real Schur form of the balanced
* version of the input matrix A.
*
* LDA (input) INTEGER
* The leading dimension of the array A. LDA >= max(1,N).
*
* WR (output) REAL array, dimension (N)
* WI (output) REAL array, dimension (N)
* WR and WI contain the real and imaginary parts,
* respectively, of the computed eigenvalues. Complex
* conjugate pairs of eigenvalues will appear consecutively
* with the eigenvalue having the positive imaginary part
* first.
*
* VL (output) REAL array, dimension (LDVL,N)
* If JOBVL = 'V', the left eigenvectors u(j) are stored one
* after another in the columns of VL, in the same order
* as their eigenvalues.
* If JOBVL = 'N', VL is not referenced.
* If the jth eigenvalue is real, then u(j) = VL(:,j),
* the jth column of VL.
* If the jth and (j+1)st eigenvalues form a complex
* conjugate pair, then u(j) = VL(:,j) + i*VL(:,j+1) and
* u(j+1) = VL(:,j)  i*VL(:,j+1).
*
* LDVL (input) INTEGER
* The leading dimension of the array VL. LDVL >= 1; if
* JOBVL = 'V', LDVL >= N.
*
* VR (output) REAL array, dimension (LDVR,N)
* If JOBVR = 'V', the right eigenvectors v(j) are stored one
* after another in the columns of VR, in the same order
* as their eigenvalues.
* If JOBVR = 'N', VR is not referenced.
* If the jth eigenvalue is real, then v(j) = VR(:,j),
* the jth column of VR.
* If the jth and (j+1)st eigenvalues form a complex
* conjugate pair, then v(j) = VR(:,j) + i*VR(:,j+1) and
* v(j+1) = VR(:,j)  i*VR(:,j+1).
*
* LDVR (input) INTEGER
* The leading dimension of the array VR. LDVR >= 1, and if
* JOBVR = 'V', LDVR >= N.
*
* ILO,IHI (output) INTEGER
* ILO and IHI are integer values determined when A was
* balanced. The balanced A(i,j) = 0 if I > J and
* J = 1,...,ILO1 or I = IHI+1,...,N.
*
* SCALE (output) REAL array, dimension (N)
* Details of the permutations and scaling factors applied
* when balancing A. If P(j) is the index of the row and column
* interchanged with row and column j, and D(j) is the scaling
* factor applied to row and column j, then
* SCALE(J) = P(J), for J = 1,...,ILO1
* = D(J), for J = ILO,...,IHI
* = P(J) for J = IHI+1,...,N.
* The order in which the interchanges are made is N to IHI+1,
* then 1 to ILO1.
*
* ABNRM (output) REAL
* The onenorm of the balanced matrix (the maximum
* of the sum of absolute values of elements of any column).
*
* RCONDE (output) REAL array, dimension (N)
* RCONDE(j) is the reciprocal condition number of the jth
* eigenvalue.
*
* RCONDV (output) REAL array, dimension (N)
* RCONDV(j) is the reciprocal condition number of the jth
* right eigenvector.
*
* WORK (workspace/output) REAL array, dimension (LWORK)
* On exit, if INFO = 0, WORK(1) returns the optimal LWORK.
*
* LWORK (input) INTEGER
* The dimension of the array WORK. If SENSE = 'N' or 'E',
* LWORK >= max(1,2*N), and if JOBVL = 'V' or JOBVR = 'V',
* LWORK >= 3*N. If SENSE = 'V' or 'B', LWORK >= N*(N+6).
* For good performance, LWORK must generally be larger.
*
* If LWORK = 1, then a workspace query is assumed; the routine
* only calculates the optimal size of the WORK array, returns
* this value as the first entry of the WORK array, and no error
* message related to LWORK is issued by XERBLA.
*
* IWORK (workspace) INTEGER array, dimension (2*N2)
* If SENSE = 'N' or 'E', not referenced.
*
* INFO (output) INTEGER
* = 0: successful exit
* < 0: if INFO = i, the ith argument had an illegal value.
* > 0: if INFO = i, the QR algorithm failed to compute all the
* eigenvalues, and no eigenvectors or condition numbers
* have been computed; elements 1:ILO1 and i+1:N of WR
* and WI contain eigenvalues which have converged.
*
* =====================================================================
*
* .. Parameters ..
Method Summary 
static void 
SGEEVX(java.lang.String balanc,
java.lang.String jobvl,
java.lang.String jobvr,
java.lang.String sense,
int n,
float[][] a,
float[] wr,
float[] wi,
float[][] vl,
float[][] vr,
intW ilo,
intW ihi,
float[] scale,
floatW abnrm,
float[] rconde,
float[] rcondv,
float[] work,
int lwork,
int[] iwork,
intW info)

Methods inherited from class java.lang.Object 
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait 
SGEEVX
public SGEEVX()
SGEEVX
public static void SGEEVX(java.lang.String balanc,
java.lang.String jobvl,
java.lang.String jobvr,
java.lang.String sense,
int n,
float[][] a,
float[] wr,
float[] wi,
float[][] vl,
float[][] vr,
intW ilo,
intW ihi,
float[] scale,
floatW abnrm,
float[] rconde,
float[] rcondv,
float[] work,
int lwork,
int[] iwork,
intW info)