Figures of merit

       In direct methods of solving crystal structures, figures of merit are a measure of the quality of a given phase set. They indicate how good the phase set is satisfying the Sayre equation or the tangent formula. The following are figures of merit used in the direct-method program MULTAN (Main, Fiske, Hull, Lessinger, Germain, Declercq and Woolfson, 1980) and in VEC.

        1. The absolute figure of merit:

 ,

where

,

,

,

,

I1 and I0 are respectively the first and zero order modified Bessel functions. AbsFom will tend to be unity for phases giving the expected values of a(h) and zero for random phases. In practice a good set of phases may give AbsFom in the range 1.0-1.4 for X-ray diffraction data.

        2. The Psi-zero figure of merit:

,

where the summation over k is for the large structure factors, whose phases are being determined, while the summation over h includes only small, ideally zero, structure factors, their phases are not known and not to be determined. The yo figure of merit is expected to be small for a correct set of phases and also for a set of random phases. However, a set of phases resulting from tangent-formula iteration can hardly be randomly distributed. Hence a small yo figure of merit usually indicates a good phase set.

        3. The residual figure of merit:

.

Again, a small value of Ra indicates a good phase set.

        4. The combined figure of merit:
        With the three figures of merit available for a number of different phase sets it is possible to rank them by a combined figure of merit:

.

where w1w2 and w3 are weight factors for the three figures of merit. They are 0.6, 1.2, and 1.2 in the program MULTAN and 0.2, 1.4 and 1.4 in the program VEC. The subscripts max refers to the phase set with the greatest value of figure of merit, while min refers to that with the least value of figure of merit. A set of phases with best value for each of the figures of merit would have CFom = 3.0, with the worst value for each then CFom = 0.0.
 

References

        Main, P., Fiske, S.J., Hull, S.E., Lessinger, L., Germain, G., Declercq, J.P. and Woolfson, M.M. (1980). MULTAN-80: A System of Computer Programs for the Automatic Solution of Crystal Structures from X-ray Diffraction Data. Univs. of York, England and Louvain, Belgium.