Constant curvature Riemannian scaling

A multidimensional scaling algorithm is proposed for fitting distances to constant curvature Riemannian spaces. Examples are given and potential applications are discussed. Some general properties of Riemannian spaces are also discussed. It is argued that some restriction, such as that of constant curvature, is necessary to obtain simple unique solutions in Riemannian spaces.