Аннотация:The treatment of experimental data with errors is described in this short note. The variation of measured data between two extreme values in each point is considered. The algorithm is based on two functionals which are not quadratic. This permits to use linear algebra methods only for finding the zero approximation. The complete treatment of the problem includes the Gauss least-squares method.