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The Quality of the Energy Models for HF and DFT<br />
Let us take a closer look at the errors one by one. In ref. 39 a general order analysis of the purified<br />
density D used in the parameterization of the DSM energy is given, and the results are summarized<br />
in Table 1-5.<br />
Table 1-5. Comparison of the properties of the unpurified density D and the purified<br />
density D . c is the density expansion coefficients and κ is the orbital rotation parameters<br />
that change D 0 to another density in the subspace D i .<br />
D<br />
Differences D+ = D− D0 = ( c κ )<br />
O<br />
2<br />
Dδ = D<br />
− D = O ( c κ )<br />
Idempotency error<br />
2<br />
4<br />
DSD − D = O ( c κ ) DSD − D<br />
= O ( c 2 κ )<br />
Trace error Tr DS − N / 2 = 0<br />
2 4<br />
Tr DS − N / 2 = O ( c κ )<br />
In the D column, the order of the idempotency correction D δ and the idempotency error for D are<br />
found. These are the same for DFT and HF; the idempotency error is of order c 2 ||κ|| 4 , and since D δ<br />
is of the order c||κ|| 2 , the error connected to the neglect of the term second order in D δ , will be of<br />
order c 2 ||κ|| 4 as well.<br />
The third possible source of errors is the truncation of the energy E( D ) after second order in the<br />
density. Since the Hartree-Fock energy is quadratic in the density, this truncation leads to no errors<br />
for HF, but for DFT there will be an error of order ||D + || 3 and from the first column in Table 1-5 it is<br />
seen that it can be written as an error of order c 3 ||κ|| 3 , since D + is of the order c||κ||. Also since the<br />
(3)<br />
HF energy is quadratic in the density, no third derivative E<br />
0<br />
exists and thus the Taylor expansion<br />
( 2 )<br />
used to find E0 D+ = 2F + is terminated for HF, but for DFT terms of order ||D + || 2 are neglected.<br />
( 2 )<br />
Since E0 D + is multiplied by D + in the energy function Eq. (1.50), this gives an error for DFT of<br />
the order ||D + || 3 or as before c 3 ||κ|| 3 . The sizes of the introduced errors are summarized in Table 1-6.<br />
Table 1-6. Comparison of the errors introduced in the DSM energy model for<br />
HF and DFT respectively.<br />
D <br />
1 Idempotency error DSD − D<br />
2 Neglected term<br />
3 Truncation of ( )<br />
4 Approximation of<br />
( )<br />
error in HF<br />
error in DFT<br />
( 2 4<br />
O c κ )<br />
2 4<br />
O ( c κ )<br />
1 T [2]<br />
D<br />
2 δ<br />
E0<br />
D<br />
2 4<br />
2 4<br />
δ O ( c κ ) O ( c κ )<br />
E D 0 3 3<br />
O ( c κ )<br />
2<br />
E0 D +<br />
0 3 3<br />
O ( c κ )<br />
Depending on the sizes of c and ||κ|| respectively, the error for DFT will be of same or lower order<br />
than the one for HF. To inspect whether or not the DSM energy is a poorer model for DFT than for<br />
HF, a number of calculations have been carried out, and the sizes of ||D δ || and ||D + || for the DSM<br />
step in each iteration are examined. Since D δ is of the order c||κ|| 2 and D + is of the order c||κ||, the<br />
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