1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
|
*> \brief \b CHSEIN
*
* =========== DOCUMENTATION ===========
*
* Online html documentation available at
* http://www.netlib.org/lapack/explore-html/
*
*> \htmlonly
*> Download CHSEIN + dependencies
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.tgz?format=tgz&filename=/lapack/lapack_routine/chsein.f">
*> [TGZ]</a>
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.zip?format=zip&filename=/lapack/lapack_routine/chsein.f">
*> [ZIP]</a>
*> <a href="http://www.netlib.org/cgi-bin/netlibfiles.txt?format=txt&filename=/lapack/lapack_routine/chsein.f">
*> [TXT]</a>
*> \endhtmlonly
*
* Definition:
* ===========
*
* SUBROUTINE CHSEIN( SIDE, EIGSRC, INITV, SELECT, N, H, LDH, W, VL,
* LDVL, VR, LDVR, MM, M, WORK, RWORK, IFAILL,
* IFAILR, INFO )
*
* .. Scalar Arguments ..
* CHARACTER EIGSRC, INITV, SIDE
* INTEGER INFO, LDH, LDVL, LDVR, M, MM, N
* ..
* .. Array Arguments ..
* LOGICAL SELECT( * )
* INTEGER IFAILL( * ), IFAILR( * )
* REAL RWORK( * )
* COMPLEX H( LDH, * ), VL( LDVL, * ), VR( LDVR, * ),
* $ W( * ), WORK( * )
* ..
*
*
*> \par Purpose:
* =============
*>
*> \verbatim
*>
*> CHSEIN uses inverse iteration to find specified right and/or left
*> eigenvectors of a complex upper Hessenberg matrix H.
*>
*> The right eigenvector x and the left eigenvector y of the matrix H
*> corresponding to an eigenvalue w are defined by:
*>
*> H * x = w * x, y**h * H = w * y**h
*>
*> where y**h denotes the conjugate transpose of the vector y.
*> \endverbatim
*
* Arguments:
* ==========
*
*> \param[in] SIDE
*> \verbatim
*> SIDE is CHARACTER*1
*> = 'R': compute right eigenvectors only;
*> = 'L': compute left eigenvectors only;
*> = 'B': compute both right and left eigenvectors.
*> \endverbatim
*>
*> \param[in] EIGSRC
*> \verbatim
*> EIGSRC is CHARACTER*1
*> Specifies the source of eigenvalues supplied in W:
*> = 'Q': the eigenvalues were found using CHSEQR; thus, if
*> H has zero subdiagonal elements, and so is
*> block-triangular, then the j-th eigenvalue can be
*> assumed to be an eigenvalue of the block containing
*> the j-th row/column. This property allows CHSEIN to
*> perform inverse iteration on just one diagonal block.
*> = 'N': no assumptions are made on the correspondence
*> between eigenvalues and diagonal blocks. In this
*> case, CHSEIN must always perform inverse iteration
*> using the whole matrix H.
*> \endverbatim
*>
*> \param[in] INITV
*> \verbatim
*> INITV is CHARACTER*1
*> = 'N': no initial vectors are supplied;
*> = 'U': user-supplied initial vectors are stored in the arrays
*> VL and/or VR.
*> \endverbatim
*>
*> \param[in] SELECT
*> \verbatim
*> SELECT is LOGICAL array, dimension (N)
*> Specifies the eigenvectors to be computed. To select the
*> eigenvector corresponding to the eigenvalue W(j),
*> SELECT(j) must be set to .TRUE..
*> \endverbatim
*>
*> \param[in] N
*> \verbatim
*> N is INTEGER
*> The order of the matrix H. N >= 0.
*> \endverbatim
*>
*> \param[in] H
*> \verbatim
*> H is COMPLEX array, dimension (LDH,N)
*> The upper Hessenberg matrix H.
*> If a NaN is detected in H, the routine will return with INFO=-6.
*> \endverbatim
*>
*> \param[in] LDH
*> \verbatim
*> LDH is INTEGER
*> The leading dimension of the array H. LDH >= max(1,N).
*> \endverbatim
*>
*> \param[in,out] W
*> \verbatim
*> W is COMPLEX array, dimension (N)
*> On entry, the eigenvalues of H.
*> On exit, the real parts of W may have been altered since
*> close eigenvalues are perturbed slightly in searching for
*> independent eigenvectors.
*> \endverbatim
*>
*> \param[in,out] VL
*> \verbatim
*> VL is COMPLEX array, dimension (LDVL,MM)
*> On entry, if INITV = 'U' and SIDE = 'L' or 'B', VL must
*> contain starting vectors for the inverse iteration for the
*> left eigenvectors; the starting vector for each eigenvector
*> must be in the same column in which the eigenvector will be
*> stored.
*> On exit, if SIDE = 'L' or 'B', the left eigenvectors
*> specified by SELECT will be stored consecutively in the
*> columns of VL, in the same order as their eigenvalues.
*> If SIDE = 'R', VL is not referenced.
*> \endverbatim
*>
*> \param[in] LDVL
*> \verbatim
*> LDVL is INTEGER
*> The leading dimension of the array VL.
*> LDVL >= max(1,N) if SIDE = 'L' or 'B'; LDVL >= 1 otherwise.
*> \endverbatim
*>
*> \param[in,out] VR
*> \verbatim
*> VR is COMPLEX array, dimension (LDVR,MM)
*> On entry, if INITV = 'U' and SIDE = 'R' or 'B', VR must
*> contain starting vectors for the inverse iteration for the
*> right eigenvectors; the starting vector for each eigenvector
*> must be in the same column in which the eigenvector will be
*> stored.
*> On exit, if SIDE = 'R' or 'B', the right eigenvectors
*> specified by SELECT will be stored consecutively in the
*> columns of VR, in the same order as their eigenvalues.
*> If SIDE = 'L', VR is not referenced.
*> \endverbatim
*>
*> \param[in] LDVR
*> \verbatim
*> LDVR is INTEGER
*> The leading dimension of the array VR.
*> LDVR >= max(1,N) if SIDE = 'R' or 'B'; LDVR >= 1 otherwise.
*> \endverbatim
*>
*> \param[in] MM
*> \verbatim
*> MM is INTEGER
*> The number of columns in the arrays VL and/or VR. MM >= M.
*> \endverbatim
*>
*> \param[out] M
*> \verbatim
*> M is INTEGER
*> The number of columns in the arrays VL and/or VR required to
*> store the eigenvectors (= the number of .TRUE. elements in
*> SELECT).
*> \endverbatim
*>
*> \param[out] WORK
*> \verbatim
*> WORK is COMPLEX array, dimension (N*N)
*> \endverbatim
*>
*> \param[out] RWORK
*> \verbatim
*> RWORK is REAL array, dimension (N)
*> \endverbatim
*>
*> \param[out] IFAILL
*> \verbatim
*> IFAILL is INTEGER array, dimension (MM)
*> If SIDE = 'L' or 'B', IFAILL(i) = j > 0 if the left
*> eigenvector in the i-th column of VL (corresponding to the
*> eigenvalue w(j)) failed to converge; IFAILL(i) = 0 if the
*> eigenvector converged satisfactorily.
*> If SIDE = 'R', IFAILL is not referenced.
*> \endverbatim
*>
*> \param[out] IFAILR
*> \verbatim
*> IFAILR is INTEGER array, dimension (MM)
*> If SIDE = 'R' or 'B', IFAILR(i) = j > 0 if the right
*> eigenvector in the i-th column of VR (corresponding to the
*> eigenvalue w(j)) failed to converge; IFAILR(i) = 0 if the
*> eigenvector converged satisfactorily.
*> If SIDE = 'L', IFAILR is not referenced.
*> \endverbatim
*>
*> \param[out] INFO
*> \verbatim
*> INFO is INTEGER
*> = 0: successful exit
*> < 0: if INFO = -i, the i-th argument had an illegal value
*> > 0: if INFO = i, i is the number of eigenvectors which
*> failed to converge; see IFAILL and IFAILR for further
*> details.
*> \endverbatim
*
* Authors:
* ========
*
*> \author Univ. of Tennessee
*> \author Univ. of California Berkeley
*> \author Univ. of Colorado Denver
*> \author NAG Ltd.
*
*> \date December 2016
*
*> \ingroup complexOTHERcomputational
*
*> \par Further Details:
* =====================
*>
*> \verbatim
*>
*> Each eigenvector is normalized so that the element of largest
*> magnitude has magnitude 1; here the magnitude of a complex number
*> (x,y) is taken to be |x|+|y|.
*> \endverbatim
*>
* =====================================================================
SUBROUTINE CHSEIN( SIDE, EIGSRC, INITV, SELECT, N, H, LDH, W, VL,
$ LDVL, VR, LDVR, MM, M, WORK, RWORK, IFAILL,
$ IFAILR, INFO )
*
* -- LAPACK computational routine (version 3.7.0) --
* -- LAPACK is a software package provided by Univ. of Tennessee, --
* -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd..--
* December 2016
*
* .. Scalar Arguments ..
CHARACTER EIGSRC, INITV, SIDE
INTEGER INFO, LDH, LDVL, LDVR, M, MM, N
* ..
* .. Array Arguments ..
LOGICAL SELECT( * )
INTEGER IFAILL( * ), IFAILR( * )
REAL RWORK( * )
COMPLEX H( LDH, * ), VL( LDVL, * ), VR( LDVR, * ),
$ W( * ), WORK( * )
* ..
*
* =====================================================================
*
* .. Parameters ..
COMPLEX ZERO
PARAMETER ( ZERO = ( 0.0E+0, 0.0E+0 ) )
REAL RZERO
PARAMETER ( RZERO = 0.0E+0 )
* ..
* .. Local Scalars ..
LOGICAL BOTHV, FROMQR, LEFTV, NOINIT, RIGHTV
INTEGER I, IINFO, K, KL, KLN, KR, KS, LDWORK
REAL EPS3, HNORM, SMLNUM, ULP, UNFL
COMPLEX CDUM, WK
* ..
* .. External Functions ..
LOGICAL LSAME, SISNAN
REAL CLANHS, SLAMCH
EXTERNAL LSAME, CLANHS, SLAMCH, SISNAN
* ..
* .. External Subroutines ..
EXTERNAL CLAEIN, XERBLA
* ..
* .. Intrinsic Functions ..
INTRINSIC ABS, AIMAG, MAX, REAL
* ..
* .. Statement Functions ..
REAL CABS1
* ..
* .. Statement Function definitions ..
CABS1( CDUM ) = ABS( REAL( CDUM ) ) + ABS( AIMAG( CDUM ) )
* ..
* .. Executable Statements ..
*
* Decode and test the input parameters.
*
BOTHV = LSAME( SIDE, 'B' )
RIGHTV = LSAME( SIDE, 'R' ) .OR. BOTHV
LEFTV = LSAME( SIDE, 'L' ) .OR. BOTHV
*
FROMQR = LSAME( EIGSRC, 'Q' )
*
NOINIT = LSAME( INITV, 'N' )
*
* Set M to the number of columns required to store the selected
* eigenvectors.
*
M = 0
DO 10 K = 1, N
IF( SELECT( K ) )
$ M = M + 1
10 CONTINUE
*
INFO = 0
IF( .NOT.RIGHTV .AND. .NOT.LEFTV ) THEN
INFO = -1
ELSE IF( .NOT.FROMQR .AND. .NOT.LSAME( EIGSRC, 'N' ) ) THEN
INFO = -2
ELSE IF( .NOT.NOINIT .AND. .NOT.LSAME( INITV, 'U' ) ) THEN
INFO = -3
ELSE IF( N.LT.0 ) THEN
INFO = -5
ELSE IF( LDH.LT.MAX( 1, N ) ) THEN
INFO = -7
ELSE IF( LDVL.LT.1 .OR. ( LEFTV .AND. LDVL.LT.N ) ) THEN
INFO = -10
ELSE IF( LDVR.LT.1 .OR. ( RIGHTV .AND. LDVR.LT.N ) ) THEN
INFO = -12
ELSE IF( MM.LT.M ) THEN
INFO = -13
END IF
IF( INFO.NE.0 ) THEN
CALL XERBLA( 'CHSEIN', -INFO )
RETURN
END IF
*
* Quick return if possible.
*
IF( N.EQ.0 )
$ RETURN
*
* Set machine-dependent constants.
*
UNFL = SLAMCH( 'Safe minimum' )
ULP = SLAMCH( 'Precision' )
SMLNUM = UNFL*( N / ULP )
*
LDWORK = N
*
KL = 1
KLN = 0
IF( FROMQR ) THEN
KR = 0
ELSE
KR = N
END IF
KS = 1
*
DO 100 K = 1, N
IF( SELECT( K ) ) THEN
*
* Compute eigenvector(s) corresponding to W(K).
*
IF( FROMQR ) THEN
*
* If affiliation of eigenvalues is known, check whether
* the matrix splits.
*
* Determine KL and KR such that 1 <= KL <= K <= KR <= N
* and H(KL,KL-1) and H(KR+1,KR) are zero (or KL = 1 or
* KR = N).
*
* Then inverse iteration can be performed with the
* submatrix H(KL:N,KL:N) for a left eigenvector, and with
* the submatrix H(1:KR,1:KR) for a right eigenvector.
*
DO 20 I = K, KL + 1, -1
IF( H( I, I-1 ).EQ.ZERO )
$ GO TO 30
20 CONTINUE
30 CONTINUE
KL = I
IF( K.GT.KR ) THEN
DO 40 I = K, N - 1
IF( H( I+1, I ).EQ.ZERO )
$ GO TO 50
40 CONTINUE
50 CONTINUE
KR = I
END IF
END IF
*
IF( KL.NE.KLN ) THEN
KLN = KL
*
* Compute infinity-norm of submatrix H(KL:KR,KL:KR) if it
* has not ben computed before.
*
HNORM = CLANHS( 'I', KR-KL+1, H( KL, KL ), LDH, RWORK )
IF( SISNAN( HNORM ) ) THEN
INFO = -6
RETURN
ELSE IF( (HNORM.GT.RZERO) ) THEN
EPS3 = HNORM*ULP
ELSE
EPS3 = SMLNUM
END IF
END IF
*
* Perturb eigenvalue if it is close to any previous
* selected eigenvalues affiliated to the submatrix
* H(KL:KR,KL:KR). Close roots are modified by EPS3.
*
WK = W( K )
60 CONTINUE
DO 70 I = K - 1, KL, -1
IF( SELECT( I ) .AND. CABS1( W( I )-WK ).LT.EPS3 ) THEN
WK = WK + EPS3
GO TO 60
END IF
70 CONTINUE
W( K ) = WK
*
IF( LEFTV ) THEN
*
* Compute left eigenvector.
*
CALL CLAEIN( .FALSE., NOINIT, N-KL+1, H( KL, KL ), LDH,
$ WK, VL( KL, KS ), WORK, LDWORK, RWORK, EPS3,
$ SMLNUM, IINFO )
IF( IINFO.GT.0 ) THEN
INFO = INFO + 1
IFAILL( KS ) = K
ELSE
IFAILL( KS ) = 0
END IF
DO 80 I = 1, KL - 1
VL( I, KS ) = ZERO
80 CONTINUE
END IF
IF( RIGHTV ) THEN
*
* Compute right eigenvector.
*
CALL CLAEIN( .TRUE., NOINIT, KR, H, LDH, WK, VR( 1, KS ),
$ WORK, LDWORK, RWORK, EPS3, SMLNUM, IINFO )
IF( IINFO.GT.0 ) THEN
INFO = INFO + 1
IFAILR( KS ) = K
ELSE
IFAILR( KS ) = 0
END IF
DO 90 I = KR + 1, N
VR( I, KS ) = ZERO
90 CONTINUE
END IF
KS = KS + 1
END IF
100 CONTINUE
*
RETURN
*
* End of CHSEIN
*
END
|