Commons Math is a library of lightweight, self-contained mathematics and statistics components addressing the most common problems not available in the Java programming language or Commons Lang.
http://math.nist.gov/javanumerics/
http://acs.lbl.gov/~hoschek/colt/
Colt provides a set of Open Source Libraries for High Performance Scientific and Technical Computing in Java.