Toward a Complex Automata formalism for multiscale modeling

被引：36

作者：

Hoekstra, Alfons G. ^{[1
]}

Lorenz, Eric ^{[1
]}

Falcone, Jean-Luc ^{[2
]}

Chopard, Bastien ^{[2
]}

机构：

[1] Univ Amsterdam, Fac Sci, Sect Computat Sci, NL-1012 WX Amsterdam, Netherlands

[2] Univ Geneva, Dept Comp Sci, CH-1211 Geneva 4, Switzerland

来源：

INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING | 2007年 / 5卷 / 06期

关键词：

Complex Automata; Cellular Automata; agent based models; multiscale modeling;

D O I：

10.1615/IntJMultCompEng.v5.i6.60

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Complex Automata were recently proposed as a paradigm to model multiscale complex systems. The concept is formalized and the scale separation map is further investigated in relation with its capability to specify the components of Complex Automata. Five classes of scale separation are identified, each potentially giving rise to a specific multiscale modeling paradigm. By introducing a generic submodel execution loop we identify multiscale coupling templates for each of the five regions. We show the relation between these templates and some multiscale models reported in the literature. Finally, a number of canonical examples are briefly discussed.

引用

页码：491 / 502

页数：12

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