The trend in future space telescopes is towards larger apertures, which provide increased sensitivity and improved
angular resolution. Lightweight, segmented, rib-stiffened, actively controlled primary mirrors are an enabling
technology, permitting large aperture telescopes to meet the mass and volume restrictions imposed by launch
vehicles. Such mirrors, however, are limited in the extent to which their discrete surface-parallel electrostrictive
actuators can command global prescription changes. Inevitably some amount of high spatial frequency residual
error is added to the wavefront due to the discrete nature of the actuators. A parameterized finite element
mirror model is used to simulate this phenomenon and determine designs that mitigate high spatial frequency
residual errors in the mirror surface figure. Two predominant residual components are considered: dimpling
induced by embedded actuators and print-through induced by facesheet polishing. A gradient descent algorithm
is combined with the parameterized mirror model to allow rapid trade space navigation and optimization of the
mirror design, yielding advanced design heuristics formulated in terms of minimum machinable rib thickness.
These relationships produce mirrors that satisfy manufacturing constraints and minimize uncorrectable high
spatial frequency error.