Methodological problems of evolutionary calculations

In work a number of methodological questions of evolutionary calculations is critically considered. The conclusion that within existing representations the AI evolutionary direction hardly can be beyond methods of search optimization is drawn. The number of questions which decision can turn evolutionary calculations into really main direction of development of intellectual systems is offered.