Acceleration Methods

Acceleration Methods

Versandkostenfrei!
Versandfertig in 1-2 Wochen
101,99 €
inkl. MwSt.
PAYBACK Punkte
51 °P sammeln!
This monograph covers recent advances in a range of acceleration techniques frequently used in convex optimization. Using quadratic optimization problems, the authors introduce two key families of methods, namely momentum and nested optimization schemes. These methods are covered in detail and include Chebyshev Acceleration, Nonlinear Acceleration, Nesterov Acceleration, Proximal Acceleration and Catalysts and Restart Schemes. This book provides the reader with an in-depth description of the developments in Acceleration Methods since the early 2000s, whilst referring the reader back to underpi...