Just to add to reference pile: in addition to Trefethan (who is also the author of some fantastic texts on many other subjects!), Isaacson & Keller's Analysis o

Just to add to reference pile: in addition to Trefethan (who is also the author of some fantastic texts on many other subjects!), Isaacson & Keller's Analysis of Numerical Methods contains a great introduction to this subject.