Scientific modeling with cellular automata

被引:1
|
作者
Schiff, Joel L. [1 ]
机构
[1] Auckland Univ, Dept Math, Auckland, New Zealand
关键词
complex analysis; cellular automata; Laplace transform; normal families;
D O I
10.1002/wics.1301
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Cellular automata provide a simple environment in which to discretize time and space in order to investigate natural phenomena. In a two-dimensional scenario for example, the action usually takes place in a rectangular array of cells (although other cell shapes can be used) and each cell exists in one of several 'states'. In discrete time-steps all cells change their state in unison according to a locally prescribed rule that takes into account the state of each cell's neighbors at the previous time-step. This elementary but powerful framework has been highly successful in modeling various scientific phenomena from a broad spectrum of disciplines, some of which are reviewed in this article. Both qualitative and quantitative data can be obtain by the cellular automata approach. (C) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:155 / 163
页数:9
相关论文
共 50 条
  • [1] Cellular automata modeling of environmental systems
    Straface, Salvatore
    Mendicino, Giuseppe
    UNCERTAINTIES IN ENVIRONMENTAL MODELLING AND CONSEQUENCES FOR POLICY MAKING, 2009, : 27 - 60
  • [2] Modeling diffusion of innovation with cellular automata
    Zhang, T
    Xuan, HY
    Gao, BJ
    2005 INTERNATIONAL CONFERENCE ON SERVICES SYSTEMS AND SERVICES MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS, 2005, : 976 - 980
  • [3] Emergent phenomena in cellular automata modeling
    Hassan, Y
    Tazaki, E
    KYBERNETES, 2003, 32 (3-4) : 251 - 275
  • [4] Cellular Automata for Modeling Language Change
    Kretzschmar, William A.
    Juuso, Ilkka
    CELLULAR AUTOMATA: 11TH INTERNATIONAL CONFERENCE ON CELLULAR AUTOMATA FOR RESEARCH AND INDUSTRY, 2014, 8751 : 339 - 348
  • [5] Modeling urban sprinkling with cellular automata
    Saganeiti, Lucia
    Mustafa, Ahmed
    Teller, Jacques
    Murgante, Beniamino
    SUSTAINABLE CITIES AND SOCIETY, 2021, 65
  • [6] On Cellular Automata Modeling of Cardiac Pacemaker
    Makowiec, Danuta
    JOURNAL OF CELLULAR AUTOMATA, 2010, 5 (06) : 431 - 443
  • [7] Cellular Automata and GPa Flow Modeling
    D'Ambrosio, Donato
    Filippone, Giuseppe
    Rongo, Rocco
    Spataro, William
    Trunfio, Giuseppe A.
    INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2012, 4 (03) : 30 - 47
  • [8] CELLULAR AUTOMATA AS A PARADIGM FOR ECOLOGICAL MODELING
    HOGEWEG, P
    APPLIED MATHEMATICS AND COMPUTATION, 1988, 27 (01) : 81 - 100
  • [9] Cellular automata: From modeling to applications
    Bandini, S
    Mauri, G
    Serra, R
    PARALLEL COMPUTING, 2001, 27 (05) : 537 - 538
  • [10] Modeling urban growth by cellular automata
    Lect Notes Comput Sci, (636):