Cell modeling using agent-based formalisms
The systems biology community is building increasingly complex models and simulations of cells and other biological entities. In doing so the community is beginning to look at alternatives to traditional representations such as those provided by ordinary differential equations (ODE). Making use of the object-oriented (OO) paradigm, the Unified Modeling Language (UML) and Real-time Object-Oriented Modeling (ROOM) visual formalisms, we describe a simple model that includes membranes with lipid bilayers, multiple compartments including a variable number of mitochondria, substrate molecules, enzymes with reaction rules, and metabolic pathways. We demonstrate the validation of the model by comparison with Gepasi and comment on the reusability of model components.
|Keywords||Agent-based modeling, Bioinformatics|
|Conference||17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004|
Webb, K. (Ken), & White, A. (2004). Cell modeling using agent-based formalisms. In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (pp. 128–137).