Algorithms for reconstructing radio and acoustic scenes, which are optimal with respect to a selected criterion, are synthesized on the basis of the commonality of different problems in radio and acoustic holography when all possible aspects of hologram recording are taken into account. The effect of criterion selection on the reconstruction algorithm is analyzed, the stabilities of different algorithms are compared, and the possibility of analog-digital implementation of the algorithms is evaluated.