Hybrid systems: Modelling and analysis using emergent dynamics

被引:4
|
作者
Ronkko, Mauno [1 ]
机构
[1] Univ Kuopio, Dept Comp Sci, FIN-70211 Kuopio, Finland
关键词
Hybrid systems; Particle systems; Emergent dynamics; Complex systems;
D O I
10.1016/j.nahs.2006.04.006
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we discuss modelling and analysis of hybrid systems with physical interaction dynamics. Such systems are typically considered complex and they are modelled using abstractions. Abstractions may, however, unintentionally exclude critical details, leading to partial or false results. Therefore, we study here use of a particle system in modelling and analysis. The novelty of the particle system is that it is designed to reveal interaction dynamics as emergent dynamics; thus, supporting analysis of complex and intricate interaction dynamics with acceptable modelling effort. As the main contribution, we formalize the particle system, and use it to model and analyze hybrid systems, both mechanical and biological, with nontrivial interaction dynamics. (C) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:560 / 576
页数:17
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