The main experimental limitation of biological crystallography is associated with the need to prepare the object under study in the form of a single
crystal. New powerful X-ray sources, namely free-electron X-ray lasers, makes it possible to raise the question of the determination of the structure
of isolated biological macromolecules and their complexes in practice. An additional advantage of working with isolated particles is the possibility
to obtain information about scattering in all directions, and not only in those limited by the Laue-Bragg diffraction conditions. This significantly
facilitates the solution of the phase problem of X-ray diffraction analysis. This paper is devoted to two lines of development of the method
for solving the phase problem, proposed earlier by the authors, which is based on the random scanning of the configuration space of potential
solutions of the phase problem. The paper suggests a new criterion for the selection of "candidates" for solving the phase problem in the process
of scanning. It involves the maximization of statistical likelihood, and its effectiveness is shown in test calculations. The second line concerns
the choice of the optimal scanning strategy. It is shown that the gradual expansion of the set of experimental data used in the work allows obtaining
solutions of a higher quality than those obtained with all available data included into the work simultaneously from the beginning.