Grid methods of investigation of dynamic stochastic systems using simulation models allow to successfully applying the methods of identification theory to describe the region of efficiency of the system under investigation. Within this region, the values of quality indices are better than in other region. The process of selection of identification algorithm is not formalized. Depending on the task, the set of criteria by which the algorithms are elected, may be different. The method of algorithm selection by several criteria is proposed in the article