Sciweavers

Share
CEC
2008
IEEE

Evolving scale-free topologies using a Gene Regulatory Network model

8 years 4 months ago
Evolving scale-free topologies using a Gene Regulatory Network model
Abstract-- A novel approach to generating scale-free network topologies is introduced, based on an existing artificial Gene Regulatory Network model. From this model, different interaction networks can be extracted, based on an activation threshold. By using an Evolutionary Computation approach, the model is allowed to evolve, in order to reach specific network statistical measures. The results obtained show that, when the model uses a duplication and divergence initialisation, such as seen in nature, the resulting regulation networks not only are closer in topology to scale-free networks, but also exhibit a much higher potential for evolution.
Miguel Nicolau, Marc Schoenauer
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2008
Where CEC
Authors Miguel Nicolau, Marc Schoenauer
Comments (0)
books