Some Control and Observation Issues in Cellular Automata

被引:5
作者
El Yacoubi, Samira [1 ,2 ]
Plenet, Theo [1 ,2 ]
Dridi, Sara [3 ]
Bagnoli, Franco [4 ,5 ,6 ]
Lefevre, Laurent [7 ]
Raievsky, Clement [7 ]
机构
[1] Univ Perpignan, IMAGES ESPACE DEV, Via Domitia, Perpignan, France
[2] Univ Montpellier, ESPACE DEV, IRD, Montpellier, France
[3] Univ Setif, Setif, Algeria
[4] Univ Florence, Dept Phys & Astron, Via G Sansone 1, I-50019 Sesto Fiorentino, FI, Italy
[5] Univ Florence, CSDC, Via G Sansone 1, I-50019 Sesto Fiorentino, FI, Italy
[6] Ist Nazl Fis Nucl, Sez Firenze, Florence, Italy
[7] Univ Grenoble Alpes, Inst Engn, Grenoble INP, LCIS, F-26000 Valence, France
来源
COMPLEX SYSTEMS | 2021年 / 30卷 / 03期
关键词
cellular automata; control systems; controllability; observability; SENSOR NETWORKS; REGIONAL CONTROLLABILITY; OBSTACLE AVOIDANCE; PLACEMENT; OBSERVERS;
D O I
10.25088/ComplexSystems.30.3.391
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This review article focuses on studying problems of observability and controllability of cellular automata (CAs) considered in the context of control theory, an important feature of which is the adoption of a statespace model. Our work first consists in generalizing the obtained results to systems described by CAs considered as the discrete counterpart of partial differential equations, and in exploring possible approaches to prove controllability and observability. After having introduced the notion of control and observation in cellular automata models, in a similar way to the case of discrete-time distributed parameter systems, we investigate these key concepts of control theory in the case of complex systems. For the controllability issue, the Boolean class is particularly studied and applied to the regional case, while the observability is approached in the general case and related to the reconstructibility problem for linear or nonlinear CAs.
引用
收藏
页码:391 / 413
页数:23
相关论文
共 41 条
  • [1] [Anonymous], 1994, Cellular Automata and Complexity: Collected Papers
  • [2] Antoulas A.C., 2005, ADV DES CONTROL
  • [3] Toward a boundary regional control problem for Boolean cellular automata
    Bagnoli, Franco
    El Yacoubi, Samira
    Rechtman, Raul
    [J]. NATURAL COMPUTING, 2018, 17 (03) : 479 - 486
  • [4] Chopard B., 1998, Cellular Automata Modeling of Physical Systems
  • [5] Curtain R. F., 1995, An Introduction to Infinite-Dimensional Linear Systems Theory
  • [6] Cell-cell interaction and diversity of emergent behaviours
    Damiani, C.
    Serra, R.
    Villani, M.
    Kauffman, S. A.
    Colacci, A.
    [J]. IET SYSTEMS BIOLOGY, 2011, 5 (02) : 137 - 144
  • [7] Guidance of Mobile Actuator-Plus-Sensor Networks for Improved Control and Estimation of Distributed Parameter Systems
    Demetriou, Michael A.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (07) : 1570 - 1584
  • [8] ESTIMATION OF SPATIALLY DISTRIBUTED PROCESSES USING MOBILE SPATIALLY DISTRIBUTED SENSOR NETWORK
    Demetriou, Michael A.
    Hussein, Islam I.
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2009, 48 (01) : 266 - 291
  • [9] Deutsch A., 2005, CELLULAR AUTOMATON M
  • [10] A graph theory approach for regional controllability of Boolean cellular automata
    Dridi, S.
    El Yacoubi, S.
    Bagnoli, F.
    Fontaine, A.
    [J]. INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, 2020, 35 (05) : 499 - 513