The Emergence of Overlapping Scale-free Genetic Architecture in
Artikel i vetenskaplig tidskrift, 2008

We have studied the evolution of genetic architecture in digital organisms and found that the gene overlap follows a scale-free distribution, which is commonly found in metabolic networks of many organisms. Our results show that the slope of the scale-free distribution depends on the mutation rate and that the gene development is driven by expansion of already existing genes, which is in direct correspondence to the preferential growth algorithm that gives rise to scale-free networks. To further validate our results we have constructed a simple model of gene development, which recapitulates the results from the evolutionary process and shows that the mutation rate affects the tendency of genes to cluster. In addition we could relate the slope of the scale-free distribution to the genetic complexity of the organisms and show that a high mutation rate gives rise to a more complex genetic architecture.

digital evolution

avida

Genetic architecture

scale-free networks.

Författare

Torbjörn Lundh

Chalmers, Matematiska vetenskaper, Matematik

Göteborgs universitet

Artificial Life

1064-5462 (ISSN) 1530-9185 (eISSN)

Vol. 14 3 265-275

Ämneskategorier

Beräkningsmatematik

Annan biologi

Annan matematik