Optimization and Differentiation is an introduction to the application of optimization control theory to systems described by nonlinear partial differential equ
A survey book focusing on the key relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and paral
The first contemporary comprehensive treatment of optimization without derivatives. This text explains how sampling and model techniques are used in derivative-
Optimal design, optimal control, and parameter estimation of systems governed by partial differential equations (PDEs) give rise to a class of problems known as
Highly readable text elucidates applications of the chain rule of differentiation, integration by parts, parametric curves, line integrals, double integrals, an