Lectures on nonsmooth optimization
Auteur :
Jin, Qinian
Éditeur :
Springer International Publishing AG
ISBN :
9783031914164
Date de publication :
4 juil. 2025
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
It first introduces basic facts on convex analysis and subdifferetial calculus, various algorithms are then discussed, including subgradient methods, mirror descent methods, proximal algorithms, alternating direction method of multipliers, primal dual splitting methods and semismooth Newton methods.