Text books

Louis B. Rall: Automatic Differentiation: Techniques and Applications Springer, 1981

Andreas Griewank: Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation SIAM, 2000

Andreas Griewank, Andrea Walther: Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation SIAM, 2008

Uwe Naumann: The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation SIAM, 2012

Marc Henrard: Algorithmic Differentiation in Finance Explained Palgrave Macmillan, 2017

Thomas F. Coleman, Wei Xu: Automatic Differentiation in MATLAB Using ADMAT with Applications SIAM, 2016

Proceedings of international workshops/conferences

Andreas Griewank, George F. Corliss: Automatic Differentiation of Algorithms: Theory, Implementation, and Application SIAM, 1991

Martin Berz, Christian Bischof, George Corliss, Andreas Griewank: Computational Differentiation: Techniques, Applications and Tools SIAM, 1996

George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann: Automatic Differentiation of Algorithms: From Simulation to Optimization Springer, 2002

H. Martin Bücker, George F. Corliss, Paul D. Hovland, Uwe Naumann, Boyana Norris: Automatic Differentiation: Applications, Theory, and Implementations Springer, 2005

Christian H. Bischof, H. Martin Bücker, Paul D. Hovland, Uwe Naumann, Jean Utke: Advances in Automatic Differentiation Springer, 2008

Shaun Forth, Paul Hovland, Eric Phipps, Jean Utke, Andrea Walther: Recent Advances in Algorithmic Differentiation Springer, 2012

Bruce Christianson, Shaun A. Forth, Andreas Griewank: Special issue of Optimization Methods & Software: Advances in Algorithmic Differentiation Taylor & Francis, 2018

ICCS/ICCSA proceedings

V. Kumar, M. L. Gavrilova, C. J. K. Tan, P. L'Ecuyer: Computational Science and Its Applications -- ICCSA 2003, Proceedings of the International Conference on Computational Science and its Applications, Montreal, Canada, May 18--21, 2003. Part II Springer, 2003

P. M. A. Sloot, C. J. K. Tan, J. J. Dongarra, A. G. Hoekstra: Computational Science -- ICCS 2002, Proceedings of the International Conference on Computational Science, Amsterdam, The Netherlands, April 21--24, 2002. Part II Springer, 2002

Vassil N. Alexandrov, Geert Dick van Albada, Peter M. A. Sloot, Jack Dongarra: Computational Science -- ICCS 2006, Proceedings of the 6th International Conference on Computational Science, Reading, UK, May 28--31, 2006. Part IV Springer, 2006

Other Books

C. A. Floudas, P. M. Pardalos: Encyclopedia of Optimization Kluwer Academic Publishers, 2001

J. Nocedal, S. J. Wright: Numerical Optimization Springer, 2006

M. Bartholomew-Biggs: Nonlinear Optimization with Engineering Applications Springer, 2008

W. Tucker: Validated Numerics: A Short Introduction to Rigorous Computations Princeton University Press, 2011

Uwe Naumann, Olaf Schenk: Combinatorial Scientific Computing Chapman and Hall/CRC, 2012

Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos: Derivatives and Automatic Differentiation Cambridge University Press, 2020