DocumentCode
1826070
Title
DEVS-based design of spatial simulations of biological systems
Author
Goldstein, Rhys ; Wainer, Gabriel
Author_Institution
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
fYear
2009
fDate
13-16 Dec. 2009
Firstpage
743
Lastpage
754
Abstract
The application of the DEVS formalism to spatial simulations of biological systems is motivated by a need to keep software manageable, even when faced with complex models that may combine algorithms for potential fields, fluid dynamics, the interaction of proteins, or the reaction and diffusion of chemicals. We demonstrate DEVS-based design by applying the formalism to a ¿tethered particle system¿ (TPS), a model we designed to capture the motion of deformable biological structures. The paper focuses on the design of DEVS models using hierarchies and layers, and describes a recently-developed simulator that supports our approach. The DEVS-based TPS model, which has been used to simulate certain interactions in nerve cells, demonstrates the formalism´s potential as a means of addressing the complexity of spatial biological models.
Keywords
biology computing; software management; DEVS formalism; DEVS-based TPS model; TPS model; complex models; fluid dynamics; proteins interaction; software management; spatial biological models; spatial simulations; tethered particle system; Algorithm design and analysis; Biological information theory; Biological system modeling; Biological systems; Computational modeling; Computer simulation; Deformable models; Fluid dynamics; Medical simulation; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2009 Winter
Conference_Location
Austin, TX
Print_ISBN
978-1-4244-5770-0
Type
conf
DOI
10.1109/WSC.2009.5429688
Filename
5429688
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