ABSTRACT
This paper considers the problem of minimizing a quadratic function on a Hilbert space subject to an affine constraint when the associated bilinear function is elliptic over the null space of the constraint operator. It develops a multiscale theory for constrained optimization and relates it to multiresolution analysis and wavelets thru several examples. It also suggests potential applications to study the mechanics of tensegrity structures and tethered membranes.
