Large-scale convex optimization: algorithms & analyses via monotone operators
Auteur :
Ryu, Ernest K. / Yin, Wotao
Éditeur :
Cambridge University Press
ISBN :
9781009160858
Date de publication :
1 déc. 2022
Dimensions :
26,2 x 18,3 x 2,0 cm
Poids :
800 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This introduction to the theory of convex optimization algorithms presents a unified analysis of first-order optimization methods using the abstraction of monotone operators. The text empowers graduate students in mathematics, computer science, and engineering to choose and design the splitting methods best suited for a given problem.