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 49 条
[1]  
[Anonymous], THESIS DELFT U TECHN
[2]  
[Anonymous], P IFAC C SYST STRUCT
[3]  
[Anonymous], 1984, N HOLLAND MATH STUD, DOI DOI 10.1016/S0304-0208(08)72960-8
[4]  
Baccelli F., 1992, Synchronization and linearity
[5]  
Blyth T.S., 1972, Residuation Theory
[6]   Internal model control and max-algebra: Controller design [J].
Boimond, JL ;
Ferrier, JL .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1996, 41 (03) :457-461
[7]   THE POWER ALGORITHM IN MAX ALGEBRA [J].
BRAKER, JG ;
OLSDER, GJ .
LINEAR ALGEBRA AND ITS APPLICATIONS, 1993, 182 :67-89
[8]   Simple image set of (max,+) linear mappings [J].
Butkovic, P .
DISCRETE APPLIED MATHEMATICS, 2000, 105 (1-3) :73-86
[9]  
Camacho E.F., 1995, Model Predictive Control in the Process Industry, V1st
[10]   ALGEBRAIC TOOLS FOR THE PERFORMANCE EVALUATION OF DISCRETE EVENT SYSTEMS [J].
COHEN, G ;
MOLLER, P ;
QUADRAT, JP ;
VIOT, M .
PROCEEDINGS OF THE IEEE, 1989, 77 (01) :39-58