Title :
Computational Modeling of Complex Systems: Case Study in Real World
Author :
Zhao, Chunxiao ; Wang, Lijun
Author_Institution :
Dept. of Comput., Beijing Univ. of Civil Eng. & Architectrre, Beijing, China
Abstract :
The complex systems and complexity is the kernel scientific problem of the 21st century. In this paper, the complex system simulation methods and its application are discussed. The computational agent-based model and simulation methodology for complex systems is approved in the paper. First, the related works and some application fields are introduced. Second, several modeling methods are discussed. Third, several case study are introduced. Then, the formal specification based-computational agent for complex systems is proposed. Finally, the modeling and simulation framework is proposed and a simulation platform based on the agentpsilas is introduced.
Keywords :
formal specification; multi-agent systems; complex system simulation; computational agent-based model; computational modeling; formal specification based-computational agent; kernel scientific problem; simulation platform; Computational modeling; Displays; Formal specifications; Humans; Hybrid intelligent systems; Immune system; Kernel; Large-scale systems; Multiagent systems; Organizing; Autonomous entities; Complex Systems; Multi-agent systems; NetLogo; Self-organization;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.119
