Distributed Optimization – alle Bücher

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Zhongguo Li, Zhengtao Ding

Distributed Optimization and Learning

Distributed Optimization and Learning: A Control-Theoretic Perspective illustrates the underlying principles of distributed optimization and learning. The book presents a systematic and self-contained des…

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EUR 183,76*

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Gauri Joshi

Optimization Algorithms for Distributed Machine Learning

Synthesis Lectures on Learning, Networks, and Algorithms

This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) a…

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EUR 42,66*

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Computation-Aware Algorithmic Design for Cyber-Physical Systems

Systems & Control: Foundations & Applications

This contributed volume aims to build the foundation of a framework for computationally aware algorithmic design for cyber-physical systems (CPSs), focusing on approaches that take computation into accoun…

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EUR 142,37*

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Masaaki Nagahara, Hyo-Sung Ahn, Shun-Ichi Azuma

Control of Multi-agent Systems

Advanced Textbooks in Control and Signal Processing

This textbook teaches control theory for multi-agent systems. Readers will learn the basics of linear algebra and graph theory, which are then developed to describe and solve multi-agent control problems.…

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EUR 96,00*

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