Splitting Optimization (eBook, PDF)

Theory, Methodology, and Applications
Redaktion: Wang, Xiangfeng; Han, Deren; Cai, Xingju

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 143
• Erscheinungstermin: 26. September 2025
• Englisch
• ISBN-13: 9789819685745
• Artikelnr.: 75534427

Autorenporträt

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.

Inhaltsangabe

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.