  Shapes do not define a linear space. This paper explores the linear structure
of deformations as a representation of shapes. This transforms shape
optimization to a variant of optimal control. The numerical challenges of this
point of view are highlighted and a novel linear version of the second shape
derivative is proposed leading to particular algorithms of shape Newton type.
