The monograph is devoted to numerical methods for solving a wide class of problems arising in various fields of science and technology. The authors develop algorithms for solving boundary value problems by reducing them to Cauchy problems. To this end, they use the well-known invariant immersion method. Systems of linear and nonlinear equations, Fredholm equations, problems of calculus of variations, analytical mechanics, filtration theory, etc. are studied.