Introduction to Averaging Dynamics over Networks

• Main Authors: Fagnani, Fabio (Author, http://id.loc.gov/vocabulary/relators/aut), Frasca, Paolo (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Lecture Notes in Control and Information Sciences, 472
• Subjects: Control engineering.; System theory.; Computer communication systems.; Robotics.; Automation.; Electrical engineering.; Graph theory.; Control and Systems Theory.; Systems Theory, Control.; Computer Communication Networks.; Robotics and Automation.; Communications Engineering, Networks.; Graph Theory.

This book deals with averaging dynamics, a paradigmatic example of network based dynamics in multi-agent systems. The book presents all the fundamental results on linear averaging dynamics, proposing a unified and updated viewpoint of many models and convergence results scattered in the literature....

Table of Contents:

• Graph Theory
• Averaging in Time-Invariant Networks
• Averaging in Time-Varying Networks
• Performance and Robustness of Averaging Algorithms
• Averaging with Exogenous Inputs and Electrical Networks
• Index.