This paper proposes a new algorithm for rectangular decompositon. Rect
angular decomposition allows a classification of databases presented a
s a binary relation; it has many applications in computer science, suc
h as data knowledge engineering, signature files, and database cluster
ing. Existing methods for rectangular decomposition are limited to res
tricted relation sizes. A new algorithm for incremental rectangular de
composition is developed for a documentary database, and its complexit
y and cost analysis are presented. (C) Elsevier Science Inc. 1997.