DocumentCode :
3496408
Title :
Simulation and analysis of complex biological processes: an organisation modelling perspective
Author :
Bosse, Tibor ; Jonker, Catholijn M. ; Treur, Jan
Author_Institution :
Dept. of Artificial Intelligence, Vrije Universiteit Amsterdam, Netherlands
fYear :
2006
fDate :
2-6 April 2006
Abstract :
This paper explores how the dynamics of complex biological processes can be modelled and simulated as an organisation of multiple agents. This modelling perspective identifies organisational structure occurring in complex decentralised processes and handles complexity of the analysis of the dynamics by structuring these dynamics according to an organisational structure. More specifically, dynamic properties at different levels of aggregation in the organisational structure are identified, and related to each other according to the organisational structure. The applicability of this organisational modelling approach to address complexity in biological context is illustrated by a case study: the organisation of intracellular processes.
Keywords :
biology computing; cellular biophysics; multi-agent systems; complex biological process; dynamic property; intracellular process; multiple agents; organisational modelling; organisational structure; Analytical models; Artificial intelligence; Biological processes; Biological system modeling; Cognition; Computational modeling; Humans; Information analysis; Organizational aspects; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Symposium, 2006. 39th Annual
ISSN :
1080-241X
Print_ISBN :
0-7695-2559-8
Type :
conf
DOI :
10.1109/ANSS.2006.41
Filename :
1612872
Link To Document :
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