Application of the method of elastic maps in analysis of genetic texts

Method of elastic maps allows to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology (piece of plane, sphere, torus etc.) and to project data onto it. We describe the idea of the method and demonstrate its applications in analysis of genetic sequences.