The monograph discusses algorithms for solving some problems of mathematical physics by the finite element method (FEM). Theoretical substantiation of FEM for considered classes of problems is given, convergence of constructed approximate solutions is proved and estimates of their accuracy are given. The problems of machine implementation of algorithms were discussed, as well as issues of reliability of the resulting machine solutions. The use of algorithms is illustrated by solving a number of model problems.