Travis, Here is some of the most recent stuff I've found on sparse matricies. http://buffy.EECS.Berkeley.EDU/IRO/Summary/01abstracts/chapter18index.html http://buffy.EECS.Berkeley.EDU/IRO/Summary/01abstracts/ejr.1.html Andy L.