Network-System Research and Distributed Composite Algorithm Design

Idioma: inglés

Editorial: Springer, Springer Nov 2025, 2025

9819509106 / 9789819509102

Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemaniabuchversandmimpf2000

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Vendedor de IberLibro desde 23 de enero de 2017

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Descripción del artículo del vendedor

This item is printed on demand - Print on Demand Titel. Neuware -With the rapid advancement of sensor technology and digital system,the capabilities of network communication have significantly improved, allowing multiple computing nodes to exchange information andcollaborate seamlessly through networks.This progress has accelerated the development of distributed optimization theory and its applications in emerging fields such as low altitude economy, big data, and artificialintelligence. These emerging domains usually involve solving complex large-scale optimization problems, making it difficult for traditional centralized methods to handle. Therefore, it is necessary to study distributed algorithms to solve complex optimization problems in large-scale networked systems. In addition, the emergence of applications of large language model further stimulates researchers' growing interest in distributed optimization. This book provides the advanced methods and techniques of distributed optimization in networked systems, and thus is necessary and important for the research community.This book focuses on designing high-performance algorithms for solving more practical and complex optimization problems (multi-block optimization, composite optimization, constrained optimization, optimization with diversity objective functions, etc.) in the context of distributed optimization in networked systems and their successful application to real-world applications (model predictive control, smart grids, etc.). Readers may be particularly interested in the book on consensus and optimization protocols, forward-backward splitting methods, proximal gradient methods, primal-dual methods, fixed point methods, asynchronous communication/computaion mechanisms, randomized block coordinate techniques, operator splitting schemes, uncoordinated step sizes strategies, etc., in the process of distributed optimization in various networked systems.This book will introduce readers to the latest and advanced techniques in 'Network-System Research and Distributed Composite Algorithm Design', and help them develop their own novel distributed algorithms that have practical applications. The prerequisite for understanding this book is to master basic mathematical knowledge, including graph theory, matrix theory, linear algebra, probability theory, etc. This book is meant for the researcher and engineer who uses distributed optimization algorithms in fields like control theory, electronic information, artificial intelligence, and computer science, etc. It can also serve as complementary reading for distributed optimization in networked systems at the post-graduate level.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 256 pp. Englisch.…

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Detalles bibliográficos

Título
Network-System Research and Distributed Composite Algorithm Design
Autor
Huaqing Li
Editorial
Springer, Springer Nov 2025
Año de publicación
2025
Estado
Neu
Encuadernación
Buch
Idioma
inglés
ISBN 10
9819509106
ISBN 13
9789819509102
Peso del artículo
551 gramos
Dimensiones
241x160x20 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

Vendedor de 5 estrellas

Vendedor de IberLibro desde 23 de enero de 2017

Tarifas de envío de Alemania a Estados Unidos de America

ArtículoDe 60 a 60 días hábilesDe 60 a 60 días hábiles
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