A Behavioral Characterization of Discrete Time Dynamical Systems over Directed Graphs

被引:2
|
作者
Ackerman, Jonathan [1 ]
Ayers, Kimberly [1 ]
Beltran, Eduardo J. [2 ]
Bonet, Joshua [2 ]
Lu, Devin [3 ]
Rudelius, Thomas [4 ]
机构
[1] Bowdoin Coll, Dept Math, Brunswick, ME 04011 USA
[2] Univ Puerto Rico, Dept Math, Rio Piedras, PR 00931 USA
[3] Stanford Univ, Dept Math, Stanford, CA 94309 USA
[4] Cornell Univ, Dept Math, Ithaca, NY 14850 USA
基金
美国国家科学基金会;
关键词
Morse Decomposition; Morse Sets; Shift Space; Symbolic Dynamical System; Recurrent Chain;
D O I
10.1007/s12346-014-0111-2
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Using a directed graph, a Markov chain can be treated as a dynamical system over a compact space of bi-infinite sequences, with a flow given by the left shift of a sequence. In this paper, we show that the Morse sets of the finest Morse decomposition on this space can be related to communicating classes of the directed graph by considering lifting the communicating classes to the shift space. Finally, we prove that the flow restricted to these Morse sets is chaotic.
引用
收藏
页码:161 / 180
页数:20
相关论文
共 50 条
  • [21] State Consensus for Discrete-Time Multiagent Systems Over Time-Varying Graphs
    Zhang, Ji-Lie
    Chen, Xiang
    Gu, Guoxiang
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (01) : 346 - 353
  • [22] Specified-time group consensus for general linear systems over directed graphs
    Ren, Lu
    Liu, Jian
    Sun, Mengwei
    Sun, Changyin
    Neurocomputing, 2022, 503 : 73 - 80
  • [23] Specified-time group consensus for general linear systems over directed graphs
    Ren, Lu
    Liu, Jian
    Sun, Mengwei
    Sun, Changyin
    NEUROCOMPUTING, 2022, 503 : 73 - 80
  • [24] Discrete-time Consensus Filters on Directed Switching Graphs
    Li, Shuai
    Guo, Yi
    11TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2014, : 1096 - 1101
  • [25] Learning Trust Over Directed Graphs in Multiagent Systems
    Akgun, Orhan Eren
    Dayi, Arif Kerem
    Gil, Stephanie
    Nedic, Angelia
    LEARNING FOR DYNAMICS AND CONTROL CONFERENCE, VOL 211, 2023, 211
  • [26] Discrete-Time Nonautonomous Dynamical Systems
    Kloeden, P. E.
    Poetzsche, C.
    Rasmussen, M.
    STABILITY AND BIFURCATION THEORY FOR NON-AUTONOMOUS DIFFERENTIAL EQUATIONS, CETRARO, ITALY 2011, 2013, 2065 : 35 - 102
  • [28] A Poincare-Bendixson theorem for hybrid dynamical systems on directed graphs
    Clark, William
    Bloch, Anthony
    MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS, 2020, 32 (01) : 1 - 18
  • [29] Linear stability analysis of large dynamical systems on random directed graphs
    Neri, Izaak
    Metz, Fernando Lucas
    PHYSICAL REVIEW RESEARCH, 2020, 2 (03):
  • [30] Directed Information Graphs: a Generalization of Linear Dynamical Graphs
    Etesami, Jalal
    Kiyavash, Negar
    2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 2563 - 2568