Conjugate Gradient Algorithms in Nonconvex Optimization
Pytlak, Radoslaw![Conjugate Gradient Algorithms in Nonconvex Optimization](https://support.digitalhusky.com/media/annotations/sorted/108/10840214/CHSBZCOP0310840214.jpg)
This up-to-date book is on algorithms for large-scale unconstrained and bound constrained optimization. Optimization techniques are shown from a conjugate gradient algorithm perspective.
Large part of the book is devoted to preconditioned conjugate gradient algorithms. In particular memoryless and limited memory quasi-Newton algorithms are presented and numerically compared to standard conjugate gradient algorithms.
The special attention is ...