In this article we discuss some of the issues concerning the possible relationships between art and mathematics. In particular, we address the questions of whether or not mathematics is art – or at least contains a significant artistic component – and how one might use mathematics and mathematical artifacts in art. We illustrate with a number of examples taken from our own work (the examples appear in color on the CD-ROM).