Dynamics of content-based networks


Balcan D., Erzan A.

COMPUTATIONAL SCIENCE - ICCS 2006, PT 3, PROCEEDINGS, cilt.3993, ss.1083-1090, 2006 (SCI İndekslerine Giren Dergi) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 3993
  • Basım Tarihi: 2006
  • Dergi Adı: COMPUTATIONAL SCIENCE - ICCS 2006, PT 3, PROCEEDINGS
  • Sayfa Sayıları: ss.1083-1090

Özet

Content-based networks are introduced and their topological properties are outlined. A content-based model with Random Boolean dynamics, designed to mimic the gene regulation network, exhibits an increase in the number and complexity of attractors for increasing number of nodes. However, contrary to expectations based on Mean Field calculations for random scale-free networks, the attractors are not chaotic, even for average connectivities in excess of 2. Thus, the present model offers a promising tool for understanding complex biological networks.