This second edition has been updated and expanded to cover recent developments in applications and theory, including an elegant NP completeness argument by Uwe Naumann and a brief introduction to scarcity, a generalization of sparsity.
There is also added material on checkpointing and iterative differentiation.
Society For Industrial & Applied Mathematics,u.s. Evaluating derivatives. principles and techniques of algorithmic differentiation, paperback/andrea walther
