Submodularity in Dynamics and Control of Networked Systems

• Κύριοι συγγραφείς: Clark, Andrew (Συγγραφέας), Alomair, Basel (Συγγραφέας), Bushnell, Linda (Συγγραφέας), Poovendran, Radha (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Communications and Control Engineering,
• Θέματα: Engineering.; System theory.; Control engineering.; Electrical engineering.; Control.; Systems Theory, Control.; Communications Engineering, Networks.

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...

Πίνακας περιεχομένων:

• 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.