The algorithm constructs a hierarchic classification of a set of objects. The classification is represented by a data-structure designed to facilitate searching the hierarchy. The algorithm is intended for use on growing data bases, and updates the representation as new objects or batches of objects are acquired. An application to document retrieval is outlined.