[gmx-users] what do negative eigenvalues imply?
Chris Neale
chris.neale at utoronto.ca
Mon Oct 29 23:50:55 CET 2007
>/> Hello,
/>>/
/>>/ I was wondering if anybody can explain why eigenvalues can be negative?
/>>/ I have found a suggestion on the internet that this is because the
/>>/ positive eigenvalues have accounted for more than 100% of the motion.
/>>/ Does this sound accurate?
/>
>No
>
>You normally have six negative eigevalues due to the fact that overall
>translation and rotation are removed. You have in addition 4 that are
>very small, maybe you can investigate how many degrees of freedom you
>have (it says in the md.log file). This should be equal to the umber of
>non-negative ev.
Thanks for the explanation David.
I have selected only the heavy atoms in the alanine dipeptide for the previously posted analysis.
Therefore I made a new temperature coupling group composed only of these atoms and ran grompp
in order to get the desired value output:
"Number of degrees of freedom in T-Coupling group Protein_NoH is 23.98"
So 24-6 is 18 and I am positive up to 20. I suppose it is ok that there are more (small) positive values
than 18.
If I re-do the analysis instead using all 22 atoms (include the H's) then grompp indicates:
"Number of degrees of freedom in T-Coupling group Protein is 53.96"
And I am positive up to ev #41 (g_covar eigenval.xvg follows) so 54-6 is 48, but I only have 41 positive.
Nevertheless, the ev 42-48 are very small positive.
# This file was created Mon Oct 29 18:45:06 2007
# by the following command:
# /hpf/data/pomes/cneale/exe/gromacs-3.3.1/exec/fftw-3.1.2/bin/g_covar -s ../adp.tpr -n ../adp.ndx -f ../adp_0-1.56us.xtc -ascii covar.dat -mwa
#
# /hpf/data/pomes/cneale/exe/gromacs-3.3.1/exec/fftw-3.1.2/bin/g_covar is part of G R O M A C S:
#
# Gnomes, ROck Monsters And Chili Sauce
#
@ title "Eigenvalues of the covariance matrix"
@ xaxis label "Eigenvector index"
@ yaxis label "(u nm\S2\N)"
@TYPE xy
1 0.23291
2 0.0810199
3 0.0579589
4 0.0430226
5 0.0156911
6 0.015543
7 0.0154095
8 0.0153563
9 0.0153322
10 0.0151271
11 0.0122578
12 0.00725067
13 0.00261468
14 0.00179256
15 0.00165951
16 0.00103279
17 0.000815341
18 0.000572039
19 0.000508098
20 0.000365606
21 0.000359221
22 0.000352105
23 0.00035001
24 0.000344526
25 0.000259272
26 0.000258307
27 0.000251824
28 0.000201794
29 0.000134211
30 0.0001308
31 0.00010905
32 0.000107029
33 8.21594e-05
34 7.64162e-05
35 6.1539e-05
36 4.31456e-05
37 3.68485e-05
38 2.35955e-05
39 2.11371e-05
40 1.34103e-05
41 6.81332e-06
42 -1.17905e-06
43 -4.04147e-06
44 -9.72161e-06
45 -1.3889e-05
46 -3.51393e-05
47 -4.49705e-05
48 -6.51993e-05
49 -6.75307e-05
50 -7.47012e-05
51 -8.77501e-05
52 -0.00010138
53 -0.000103669
54 -0.000105253
55 -0.000106886
56 -0.000110613
57 -0.000111074
58 -0.000134431
59 -0.000166161
60 -0.000180943
61 -0.000204832
62 -0.000298183
63 -0.000444828
64 -0.00052514
65 -0.000592853
66 -0.00213633
Thanks,
Chris.
>>/
/>>/ This system is the alanine dipeptide. I do not find such negative values
/>>/ when running g_covar on full proteins.
/>>/
/>>/ The contents of eigenval.xvg are listed below.
/>>/
/>>/ # This file was created Mon Oct 29 16:31:46 2007
/>>/ # by the following command:
/>>/ # /hpf/data/pomes/cneale/exe/gromacs-3.3.1/exec/fftw-3.1.2/bin/g_covar
/>>/ -s ../adp.tpr -n ../adp.ndx -f ../adp_0-1.56us.xtc -ascii covar.dat -mwa
/>>/ #
/>>/ is part of G R O M A C S:
/>>/ #
/>>/ # Great Red Owns Many ACres of Sand
/>>/ #
/>>/ @ title "Eigenvalues of the covariance matrix"
/>>/ @ xaxis label "Eigenvector index"
/>>/ @ yaxis label "(u nm\S2\N)"
/>>/ @TYPE xy
/>>/ 1 0.211327
/>>/ 2 0.0736961
/>>/ 3 0.0522046
/>>/ 4 0.04409
/>>/ 5 0.0104057
/>>/ 6 0.00577603
/>>/ 7 0.00198832
/>>/ 8 0.00163465
/>>/ 9 0.00128302
/>>/ 10 0.000735383
/>>/ 11 0.000649576
/>>/ 12 0.000434795
/>>/ 13 0.000376401
/>>/ 14 0.000337852
/>>/ 15 0.000191994
/>>/ 17 8.87514e-05
/>>/ 18 7.31975e-05
/>>/ 19 5.31939e-05
/>>/ 20 4.45637e-05
/>>/ 21 -5.03112e-06
/>>/ 22 -1.26812e-05
/>>/ 23 -2.48763e-05
/>/> 24 -5.90268e-05
/>>/ 25 -0.000114215
/>>/ 26 -0.000227912
/>>/ 27 -0.000355243
/>>/ 28 -0.000513052
/>>/ 29 -0.000631471
/>>/ 30 -0.00178302/
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