Submodularity in Dynamics and Control of Networked Systems

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...

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Bibliographic Details
Main Authors: Clark, Andrew (Author), Alomair, Basel (Author), Bushnell, Linda (Author), Poovendran, Radha (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2016.
Imprint: Springer,
Edition:1st ed. 2016.
Series:Communications and Control Engineering,
Subjects:
Control engineering.
System theory.
Control theory.
Telecommunication.
Control and Systems Theory.
Systems Theory, Control.
Communications Engineering, Networks.
Online Access:Full-text access
Table of Contents:
  • 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.

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