Every now and then, one encounters an allocation problem in which the "choice variable" is a point in an infinite-dimensional space. In such problems, the existence of an optimal choice among all permissible choices is not always assured. The present discussion is devoted to an investigation of this issue for a specific (but fairly common) class of allocation problems. Conditions for the existence of an optimal choice are derived and discussed.