In this paper we investigate how the dynamics of a set of coupled Random Boolean Netowrks is affected by the changes in their topology. The Multi Random Boolean Networks (MRBN) is a model for the interaction among Random Boolean Networks (RBN). A single RBN may be regarded as an abstraction of gene regulatory networks, thus MRBNs might represent collections of communicating cells e.g. in tissues or in bacteria colonies. Past studies have shown how the dynamics of classical RBNs in the critical regime is affected by such an interaction. Here we compare the behaviour of RBNs with random topology to that of RBNs with scale-free topology for different dynamical regimes.

Damiani, C., Villani, M., Darabos, C., Tomassini, M. (2010). Dynamics of Interconnected Boolean Networks with Scale-Free Topology. In Artificial Life and Evolutionary Computation (pp.271-282). Singapore : World Scientific Publ Co PTE LTD [10.1142/9789814287456_0024].

Dynamics of Interconnected Boolean Networks with Scale-Free Topology

Damiani, C;
2010

Abstract

In this paper we investigate how the dynamics of a set of coupled Random Boolean Netowrks is affected by the changes in their topology. The Multi Random Boolean Networks (MRBN) is a model for the interaction among Random Boolean Networks (RBN). A single RBN may be regarded as an abstraction of gene regulatory networks, thus MRBNs might represent collections of communicating cells e.g. in tissues or in bacteria colonies. Past studies have shown how the dynamics of classical RBNs in the critical regime is affected by such an interaction. Here we compare the behaviour of RBNs with random topology to that of RBNs with scale-free topology for different dynamical regimes.
slide + paper
Artificial Tissue; Random Boolean Networks; Scale-Free Networks; Biological Networks Dynamics
English
Conference of Wivace 2008 on Artificial Life and Evolutionary Computation
2008
Serra, R; Villani, M; Poli, I
Artificial Life and Evolutionary Computation
978-981-4287-44-9
2010
271
282
none
Damiani, C., Villani, M., Darabos, C., Tomassini, M. (2010). Dynamics of Interconnected Boolean Networks with Scale-Free Topology. In Artificial Life and Evolutionary Computation (pp.271-282). Singapore : World Scientific Publ Co PTE LTD [10.1142/9789814287456_0024].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/192009
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