The Workshop aims to review and discuss recent advances in the development of methods and algorithms for Nonlinear Optimization and its Applications, with a main interest in the large scale dimensional case, the current forefront of the research effort. It is the fourth in a series of Workshops on Nonlinear Optimization:  the preceeding ones have been held in 1995, 1998, and 2001.