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074103-9 Trust-region self-consistent-field J. Chem. Phys. 123, 074103 2005<br />
D˜ = D 0 + D + + D .<br />
56<br />
In the following, we shall analyze the relative magnitudes of<br />
the terms D + and D entering Eq. 56.<br />
B. Order analysis of the purified averaged<br />
density matrix<br />
For simplicity, we shall work in the orthonormal MO<br />
basis that diagonalizes the reference density matrix,<br />
D 0 = I 0<br />
57<br />
0 0,<br />
and consider the case with only one additional density matrix<br />
D 1 . According to Eq. 24, an antisymmetric matrix K of the<br />
form in Eq. 25 exists such that<br />
D 1 = exp− KD 0 expK<br />
= D 0 + − T − <br />
T<br />
− T + O 3 , 58<br />
giving rise to the following averaged density matrix:<br />
D¯ = D 0 + cD 10 = D 0 + − cT − c<br />
T<br />
− c c T + Oc 3 .<br />
The idempotency error of D¯ is given by<br />
59<br />
D¯ D¯ − D¯ = c 2 − c T 0<br />
0 T + Oc 4 , 60<br />
showing that D¯ is idempotent only to first order in . To<br />
reduce the idempotency error, we subject D¯ to the purification<br />
in Eq. 54, obtaining<br />
D˜ =3D¯ 2 −2D¯ 3 = D 0 + T − c2 T − c T<br />
− c c 2 + Oc 3 .<br />
<br />
Finally, comparing Eqs. 59 and 61, we obtain<br />
D˜ = D¯ + Oc 2 ,<br />
61<br />
62<br />
demonstrating that the impure and purified average density<br />
matrices differ by terms proportional to c 2 . Since the<br />
McWeeny purification in Eq. 54 converges quadratically,<br />
we conclude that the idempotency error of Eq. 62 is proportional<br />
to c 2 4 .<br />
In a more general analysis, we would not assume an<br />
orthonormal basis and we would also include several density<br />
matrices D i =exp−K i D 0 expK i . The essential result is<br />
then that we may write Eq. 56 as<br />
n<br />
D˜ = D 0 + <br />
i=1<br />
n<br />
c i D i0 + O c i D i0 2,<br />
i=1<br />
63<br />
where we have used the fact that D i0 is proportional to i .<br />
We conclude that while D + is linear in c i and D i0 , the idempotency<br />
correction D to D¯ is linear in c i but quadratic in D i0 .<br />
The conclusions to be derived from this analysis are summarized<br />
in Table II.<br />
TABLE II. Comparison of the properties of the unpurified density D¯ and the<br />
purified density D˜ .<br />
C. Construction of the DSM energy function<br />
Having established a useful parametrization of the averaged<br />
density matrix in Eq. 52 and having considered its<br />
purification in Eq. 54, let us now consider how to determine<br />
the best set of coefficients c i . Expanding the energy for<br />
the purified averaged density matrix in Eq. 56 around the<br />
reference density matrix D 0 , we obtain to second order<br />
ED˜ = ED 0 + D + + D T E 0<br />
1<br />
+ 1 2 D + + D T E 0 2 D + + D . 64<br />
To evaluate the terms containing E 0 1 and E 0 2 , we make the<br />
identifications,<br />
E 0 1 =2F 0 ,<br />
E 0 2 D + =2F + + OD + 2 ,<br />
65<br />
66<br />
which follow from Eq. 6 and from the second-order Taylor<br />
expansion of E 1 0<br />
about D 0 , and where we have generalized<br />
the notation in Eq. 53a to the Kohn–Sham matrix F +<br />
= n<br />
i=1<br />
c i F i0 . Ignoring the terms quadratic in D in Eq. 64<br />
and quadratic in D + in Eq. 66, we then obtain for the DSM<br />
energy,<br />
E DSM c = ED 0 +2TrD + F 0 +TrD + F +<br />
+2TrD F 0 +2TrD F + .<br />
67<br />
Finally, for a more compact notation, we introduce the<br />
weighted Kohn–Sham matrix,<br />
n<br />
F¯ = F0 + F + = F 0 + c i F i0 ,<br />
68<br />
i=1<br />
and find that the DSM energy may be written in the form<br />
E DSM c = ED¯ +2TrD F¯ ,<br />
69<br />
where the first term is quadratic in the expansion coefficients<br />
c i ,<br />
ED¯ = ED 0 +2TrD + F 0 +TrD + F + ,<br />
70<br />
and the second, idempotency-correction term is quartic in<br />
these coefficients:<br />
2TrD F¯ =Tr6D¯ SD¯ −4D¯ SD¯ SD¯ −2D¯ F¯ .<br />
D¯<br />
Differences D¯ −D 0 =Oc D˜ −D¯ =Oc 2 <br />
Idempotency error D¯ SD¯ −D¯ =Oc 2 D˜ SD˜ −D˜ =Oc 2 4 <br />
Trace error Tr D¯ S− N 2=0 TrD˜ S− N 2=Oc 2 4 <br />
71<br />
The derivatives of E DSM (c) are straightforwardly obtained<br />
by inserting the expansions of F¯ and D¯ , using the independent<br />
parameter representation.<br />
D˜<br />
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