This book details algorithms for large-scale unconstrained and bound constrained optimization. It shows optimization techniques from a conjugate gradient algori

The position taken in this collection of pedagogically written essays is that conjugate gradient algorithms and finite element methods complement each other ext

A NATO Summer School held in Bandol, France, sponsored by the Scientific Affairs Division of NATO.

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern m