SUMMARY
Boolean functions that are maximally nonlinear, that is, having maximal Hamming distance from the set of affine Boolean functions, are widely used, for example, in the construction of ciphers, since they increase their security against certain cryptanalysis methods. By now, the class of maximally nonlinear Boolean functions of an odd number of variables is not sufficiently studied. There are still no meaningful necessary and sufficient conditions for a function to belong to this class. Studies of algebraic, spectral and combinatorial properties of such functions are far from any systematic generalizations. At the same time, in the case of an even number of variables, the situation is much more favorable. Studies of the class of corresponding Boolean functions, called bent functions, are very effective. In particular, there is a spectral characterization of this class, the actual value of nonlinearity and methods for constructing such functions are known. The task of obtaining similar knowledge for an odd number of variables is undoubtedly important for possible applications of the Boolean function theory. This work aims, in a sense, to restore balance and partially fills this gap. It is devoted to the development of the mathematical apparatus needed for the study of this problem in geometric interpretation. In addition, new properties of spectral coefficients are obtained in it, a number of properties of bent functions are transferred to the case of an odd number of variables.