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Chapitre D'ouvrage Advances in Experimental Medicine and Biology Année : 2010

Computational Energetic Model of Morphogenesis Based on Multi-agent Cellular Potts Model

Résumé

The Cellular Potts Model (CPM) is a cellular automaton (CA), developed by Glazier and Graner in 1992, to model the morphogenesis. In this model, the entities are the cells. It has already been improved in many ways; however, a key point in biological systems, not defined in CPM, is energetic exchange between entities. We integrate this energetic concept inside the CPM. We simulate a cell differentiation inside a growing cell tissue. The results are the emergence of dynamic patterns coming from the consumption and production of energy. A model described by CA is less scalable than one described by a multi-agent system (MAS). We have developed a MAS based on the CPM, where a cell agent is implemented from the cell of CPM together with several behaviours, in particular the consumption and production of energy from the consumption of molecules.
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Dates et versions

hal-00628582 , version 1 (03-10-2011)

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Citer

S. Tripodi, Pascal Ballet, Vincent Rodin. Computational Energetic Model of Morphogenesis Based on Multi-agent Cellular Potts Model. Advances in Computational Biology, 680 (7), Springer, pp.685-692, 2010, Advances in Experimental Medicine and Biology, ⟨10.1007/978-1-4419-5913-3_76⟩. ⟨hal-00628582⟩
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