Chapter 28: Subgradient Methods

Heinz H. Bauschke, Walaa M. Moursi

2023Society for Industrial and Applied Mathematics eBooks37 citationsDOI

Abstract

In this chapter, we discuss algorithms for minimizing a function using gradient or subgradient information.

Topics & Concepts

Subgradient methodComputer scienceMachine learningStochastic Gradient Optimization TechniquesAdvanced Optimization Algorithms ResearchOptimization and Variational Analysis