Max-plus algebra and max-plus linear discrete event systems: An introduction

被引:17
|
作者
De Schutter, Bart [1 ]
van den Boom, Ton [1 ]
机构
[1] Delft Univ Technol, Delft Ctr Syst & Control, NL-2628 CD Delft, Netherlands
来源
WODES' 08: PROCEEDINGS OF THE 9TH INTERNATIONAL WORKSHOP ON DISCRETE EVENT SYSTEMS | 2008年
关键词
MODEL-PREDICTIVE CONTROL; PERFORMANCE EVALUATION; DYNAMIC-SYSTEMS; BEHAVIOR; GRAPHS;
D O I
10.1109/WODES.2008.4605919
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We provide an introduction to the max-plus algebra and explain how it can be used to model a specific class of discrete event systems with synchronization but no concurrency. Such systems are called max-plus linear discrete event systems because they can be described by a model that is "linear" in the max-plus algebra. We discuss some key properties of the max-plus algebra and indicate how these properties can be used to analyze the behavior of max-plus linear discrete event systems. We also briefly present some control approaches for max-plus linear discrete event systems, including model predictive control. Finally, we discuss some extensions of the max-plus algebra and of max-plus linear systems.
引用
收藏
页码:36 / 42
页数:7
相关论文
共 50 条
  • [1] Max-Plus Algebra and Discrete Event Systems
    Komenda, J.
    Lahaye, S.
    Boimond, J. -L.
    van den Boom, T.
    IFAC PAPERSONLINE, 2017, 50 (01): : 1784 - 1790
  • [2] Max-plus algebra in the history of discrete event systems
    Komenda, J.
    Lahaye, S.
    Boimond, J. -L.
    van den Boom, T.
    ANNUAL REVIEWS IN CONTROL, 2018, 45 : 240 - 249
  • [3] Analysis and control of max-plus linear discrete-event systems: An introduction
    De Schutter, Bart
    van den Boom, Ton
    Xu, Jia
    Farahani, Samira S.
    DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS, 2020, 30 (01): : 25 - 54
  • [4] Analysis and control of max-plus linear discrete-event systems: An introduction
    Bart De Schutter
    Ton van den Boom
    Jia Xu
    Samira S. Farahani
    Discrete Event Dynamic Systems, 2020, 30 : 25 - 54
  • [5] DUALITY BETWEEN INVARIANT SPACES FOR MAX-PLUS LINEAR DISCRETE EVENT SYSTEMS
    Di Loreto, Michael
    Gaubert, Stephane
    Katz, Ricardo D.
    Loiseau, Jean-Jacques
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 48 (08) : 5606 - 5628
  • [6] Reachability for Interval Max-Plus Linear Systems
    Wang, Cailu
    Tao, Yuegang
    Yang, Peng
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2392 - 2396
  • [7] Global robustness for max-plus linear systems
    Wang, Cailu
    Tao, Yuegang
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (15) : 3225 - 3232
  • [8] New transience bounds for max-plus linear systems
    Charron-Bost, Bernadette
    Fugger, Matthias
    Nowak, Thomas
    DISCRETE APPLIED MATHEMATICS, 2017, 219 : 83 - 99
  • [9] On the Control of Max-plus Linear System in Dioid of Interval
    Zhang Yanan
    Zhang Zilong
    Tao Yuegang
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 4148 - 4152
  • [10] Stochastic Filtering of Max-Plus Linear Systems With Bounded Disturbances
    Mendes, Rafael Santos
    Hardouin, Laurent
    Lhommeau, Mehdi
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (09) : 3706 - 3715