• 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