Splitting Optimization

Theory, Methodology, and Applications

AvXiangfeng Wang,Xingju Cai

Inbunden, Engelska, 2025

Del 2 i serien ICIAM2023 Springer Series

2 129 kr

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Beskrivning

This book brings together groundbreaking research papers authored by distinguished experts and scholars. Each contribution delves into innovative aspects of splitting optimization—ranging from theoretical advancements and methodological developments to a diverse array of applications. The book offers readers a comprehensive and cohesive overview of the current state of splitting optimization, while inspiring continued research and innovation in this dynamic field.

Produktinformation

Utgivningsdatum:2025-09-27
Mått:155 x 235 x 15 mm
Vikt:410 g
Format:Inbunden
Språk:Engelska
Serie:ICIAM2023 Springer Series
Antal sidor:143
Förlag:Springer Nature Switzerland AG
ISBN:9789819685738

Utforska kategorier

Optimering inom Naturvetenskap och teknik

Mer om författaren

Xiangfeng Wang is a full professor at East China Normal University.Xingju Cai is a full professor Nanjing Normal University.Deren Han is a full professor at Beihang University.

Innehållsförteckning

A trust region based splitting method for optimization problems with linear constraints.- Forward reflected backward method with extrapolation and linesearch for monotone inclusion problem.- Fast adaptive ADMM with Gaussian back substitution for multiple block linear constrainted seperable problems.- Inertial alternating direction method of multipliers with logarithmic-quadratic proximal regularization.- A class of augmented Lagrangian-type algorithms for solving generalized Nash equilibrium problems.