A three-dimensional (3-D) interpolation problem that is important in viral
X-ray crystallography is considered. The problem requires new methods becau
se the function is known to have icosahedral symmetry, the data is corrupte
d by experimental errors and therefore lacks the symmetry, the problem is 3
-D, the measurements are irregularly spaced, and the number of measurements
is large (10(4)). A least-squares approach is taken using tno sets of basi
s functions: the functions implied by a minimum-energy bandlimited exact in
terpolation problem and a complete orthonormal set of bandlimited functions
. A numerical example of the Cowpea Mosaic Virus is described.