DocumentCode
2544008
Title
Modelling biological processes using differential predicate transition Petri nets
Author
Tomiyama, M.N. ; Julia, Stephane
Author_Institution
Univ. Fed. de Uberlandia, Uberlandia
fYear
2007
fDate
7-10 Oct. 2007
Firstpage
1488
Lastpage
1493
Abstract
Approaches based on Petri nets are very promising for modelling and simulating biological systems. This paper presents a new modelling proposal for biological processes based on a differential predicate transition Petri net. The main idea consists on merging within a single model both discrete and continuous aspects of biological systems. For the obtained hybrid model, continuous processes arise as differential equations (specifying how the concentration levels of biological substances evolve over time) and a Petri net model is used to specify the discrete configurations of the system (which monitored the sets of differential equations) . An example of differential predicate transition Petri net is used to model and simulate the glucose and insulin concentration levels of diabetic patients during theirs daily activities.
Keywords
Petri nets; biological techniques; differential equations; diseases; biological substances; biological systems; diabetic patients; differential equations; differential predicate transition Petri nets; modelling biological processes; Biological processes; Biological system modeling; Biological systems; Differential equations; Insulin; Merging; Patient monitoring; Petri nets; Proposals; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location
Montreal, Que.
Print_ISBN
978-1-4244-0990-7
Electronic_ISBN
978-1-4244-0991-4
Type
conf
DOI
10.1109/ICSMC.2007.4413863
Filename
4413863
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