Cooperative Control of Multi-Agent Systems, 1st Edition

  • Published By:
  • ISBN-10: 1447155742
  • ISBN-13: 9781447155744
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 307 Pages | eBook
  • Original Copyright 2014 | Published/Released June 2014
  • This publication's content originally published in print form: 2014

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Cooperative Control of Multi-Agent Systems extends optimal control and adaptive control design methods to multi-agent systems on communication graphs. It develops Riccati design techniques for general linear dynamics for cooperative state feedback design, cooperative observer design, and cooperative dynamic output feedback design. Both continuous-time and discrete-time dynamical multi-agent systems are treated. Optimal cooperative control is introduced and neural adaptive design techniques for multi-agent nonlinear systems with unknown dynamics, which are rarely treated in literature are developed. Results spanning systems with first-, second- and on up to general high-order nonlinear dynamics are presented.Each control methodology proposed is developed by rigorous proofs. All algorithms are justified by simulation examples. The text is self-contained and will serve as an excellent comprehensive source of information for researchers and graduate students working with multi-agent systems.

Table of Contents

Front Cover.
Other Frontmatter.
Title Page.
Copyright Page.
1: Introduction to Synchronization in Nature and Physics and Cooperative Control for Multi-Agent Systems on Graphs.
2: Algebraic Graph Theory and Cooperative Control Consensus.
3: Local Optimal Design for Cooperative Control in Multi-Agent Systems on Graphs.
4: Riccati Design for Synchronization of Continuous-Time Systems.
5: Riccati Design for Synchronization of Discrete-Time Systems.
6: Cooperative Globally Optimal Control for Multi-Agent Systems on Directed Graph Topologies.
7: Graphical Games: Distributed Multiplayer Games on Graphs.
8: Distributed Adaptive Control for Multi-Agent Cooperative Systems.
9: Graph Laplacian Potential and Lyapunov Functions for Multi-Agent Systems.
10: Cooperative Adaptive Control for Systems with First-Order Nonlinear.
11: Cooperative Adaptive Control for Systems with Second-Order Nonlinear Dynamics.
12: Cooperative Adaptive Controls for Higher-Order Nonlinear Systems.