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Properties of U(ME)

In the case of a uniform prior , the maximum entropy distribution is proportional to the exponential of the Fourier transform of the Lagrange multipliers (equation 4). exists only for the constraint reflections . If we therefore expand the exponential in powers of its argument;

and invert for , we obtain:

Thus we can see that the Fourier coefficients of the maximum entropy distribution will be non-zero for the constrained reflections, plus those reflections which are produced by triplet, quartet, and higher combinations of reflections in the constrained set. The maximum entropy distribution therefore makes use of the phase invariants used in conventional direct methods.



Kevin Cowtan
Tue Oct 10 11:35:15 BST 1995