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Structured -In-Feasibility- Nonmonotone Operator Splitting in Nonlinear Spaces

Offered By: Fields Institute via YouTube

Tags

Numerical Methods Courses Harmonic Analysis Courses

Course Description

Overview

Explore a comprehensive lecture on nonmonotone operator splitting in nonlinear spaces, delivered by Russell Luke from the University of Goettingen. Delve into advanced optimization theory, algorithms, and applications as part of the Fields Institute's Optimization Lecture Series. Examine systems of linear inequalities, model categories, and concrete examples of underdetermined systems. Investigate convergence theory, numerical error, and the Conan Sphere Problem. Learn about prox mappings, set value maps, nonexpansiveness, and metric regularity. Discover applications in harmonic analysis and gain insights into linear convergence and selfmapping techniques. Enhance your understanding of structured feasibility problems and their solutions in nonlinear spaces.

Syllabus

Intro
Systems of linear inequalities
Model categories
Optimization
Concrete Examples
Underdetermined Systems
Convergence Theory
Numerical Error
Motivation
Conan Sphere Problem
Goals
Prelims
Prox Mappings
Set Value Maps
Nonexpansiveness
Pointwise Alpha
Metric regularity
Linear convergence
Selfmapping
Applications
Papers
Harmonic Analysis


Taught by

Fields Institute

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