عنوان

Submodularity in dynamics and control of networked systems /

شابک

3319269771

شابک

9783319269771

شابک اشتباه

3319269755

شابک اشتباه

9783319269757

شماره

dltt

عنوان اصلي

Submodularity in dynamics and control of networked systems /

نام عام مواد

[Book]

نام نخستين پديدآور

Andrew Clark [and others] ; with a foreword by John Baillieul.

نام خاص و کميت اثر

1 online resource.

عنوان فروست

Communications and control engineering,

شاپا ي ISSN فروست

0178-5354

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Part I: Submodular Functions and Optimization -- Submodular Functions and Matroids -- Centralized Submodular Maximization -- Distributed Submodular Maximization -- Submodularity in Dynamics and Control -- Background on Control of Networked Systems -- Submodular Optimization for Smooth Convergence in Networked Systems -- Selecting Catalyst Nodes for Synchronization -- Input Selection for Robustness to Noise -- Input Node Selection under Noise Injection Attacks -- Input Node Selection for Joint Performance and Controllability

بدون عنوان

0

متن يادداشت

This book presents a framework for the control of networked systems utilizing submodular optimization techniques. The main focus is on selecting input nodes for the control of networked systems, an inherently discrete optimization problem with applications in power system stability, social influence dynamics, and the control of vehicle formations. The first part of the book is devoted to background information on submodular functions, matroids, and submodular optimization, and presents algorithms for distributed submodular optimization that are scalable to large networked systems. In turn, the second part develops a unifying submodular optimization approach to controlling networked systems based on multiple performance and controllability criteria. Techniques are introduced for selecting input nodes to ensure smooth convergence, synchronization, and robustness to environmental and adversarial noise. Submodular optimization is the first unifying approach towards guaranteeing both performance and controllability with provable optimality bounds in static as well as time-varying networks. Throughout the text, the submodular framework is illustrated with the help of numerical examples and application-based case studies in biological, energy and vehicular systems. The book effectively combines two areas of growing interest, and will be especially useful for researchers in control theory, applied mathematics, networking or machine learning with experience in submodular optimization but who are less familiar with the problems and tools available for networked systems (or vice versa). It will also benefit graduate students, offering consistent terminology and notation that greatly reduces the initial effort associated with beginning a course of study in a new area

منبع سفارش / آدرس اشتراک

MIL

شماره انبار

883758

شماره استاندارد بين المللي کتاب و موسيقي

9783319269757

موضوع مستند نشده

Computer networks.

موضوع مستند نشده

Submodular functions.

موضوع مستند نشده

MAT-- 000000

شماره

شماره

ويراست

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Clark, Andrew.

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20160422040448.1

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y