How Long to Read Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks

How Long Does it Take to Read Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks?

It takes the average reader 1 hour and 40 minutes to read Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks by Angelia Nedić

Assuming a reading speed of 250 words per minute. Learn more

Description

Recent advances in wired and wireless technology lead to the emergence of large-scale networks such as Internet, wireless mobile ad-hoc networks, swarm robotics, smart-grid, and smart-sensor networks. The advances gave rise to new applications in networks including decentralized resource allocation in multi-agent systems, decentralized control of multi-agent systems, collaborative decision making, decentralized learning and estimation, and decentralized in-network signal processing. The advances also gave birth to new large cyber-physical systems such as sensor and social networks. These network systems are typically spatially distributed over a large area and may consists of hundreds of agents in smart-sensor networks to millions of agents in social networks. As such, they do not possess a central coordinator or a central point for access to the complete system information. This lack of central entity makes the traditional (centralized) optimization and control techniques inapplicable, thus necessitating the development of new distributed computational models and algorithms to support efficient operations over such networks. This tutorial provides an overview of the convergence rate of distributed algorithms for coordination and its relevance to optimization in a system of autonomous agents embedded in a communication network, where each agent is aware of (and can communicate with) its local neighbors only. The focus is on distributed averaging dynamics for consensus problems and its role in consensus-based gradient methods for convex optimization problems, where the network objective function is separable across the constituent agents.

How long is Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks?

Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks by Angelia Nedić is 100 pages long, and a total of 25,000 words.

This makes it 34% the length of the average book. It also has 31% more words than the average book.

How Long Does it Take to Read Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 16 minutes to read Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks aloud.

What Reading Level is Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks?

Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

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Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks by Angelia Nedić is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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