Computer Science – Computational Engineering – Finance – and Science
Scientific paper
2010-11-02
EPTCS 40, 2010, pp. 70-84
Computer Science
Computational Engineering, Finance, and Science
In Proceedings MeCBIC 2010, arXiv:1011.0051
Scientific paper
10.4204/EPTCS.40.6
Many biological phenomena are inherently multiscale, i.e. they are characterized by interactions involving different spatial and temporal scales simultaneously. Though several approaches have been proposed to provide "multilayer" models, only Complex Automata, derived from Cellular Automata, naturally embed spatial information and realize multiscaling with well-established inter-scale integration schemas. Spatial P systems, a variant of P systems in which a more geometric concept of space has been added, have several characteristics in common with Cellular Automata. We propose such a formalism as a basis to rephrase the Complex Automata multiscaling approach and, in this perspective, provide a 2-scale Spatial P system describing bone remodelling. The proposed model not only results to be highly faithful and expressive in a multiscale scenario, but also highlights the need of a deep and formal expressiveness study involving Complex Automata, Spatial P systems and other promising multiscale approaches, such as our shape-based one already resulted to be highly faithful.
Cacciagrano Diletta
Corradini Flavio
Merelli Emanuela
Tesei Luca
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