The book provides a broad overview of a rapidly evolving field of science. The close connection of the theory of solitons with applied problems of physics is shown - hydrodynamics, nonlinear optics, the theory of waves on water. An attempt is made to combine some mathematical approaches to the problem of exact solvability.