Issue
EPL
Volume 79, Number 4, August 2007
Article Number 48001
Number of page(s) 6
Section Interdisciplinary Physics and Related Areas of Science and Technology
DOI http://dx.doi.org/10.1209/0295-5075/79/48001
Published online 18 July 2007
EPL, 79 (2007) 48001
DOI: 10.1209/0295-5075/79/48001

Evolutionary design of functional networks robust against noise

P. Kaluza and A. S. Mikhailov

Abteilung Physikalische Chemie, Fritz-Haber-Institut der Max-Planck-Gesellschaft - Faradayweg 4-6, 14195 Berlin, Germany


received 30 March 2007; accepted in final form 22 June 2007; published August 2007
published online 18 July 2007

Abstract
Robustness against noise is characteristic for biological networks of a living cell. Engineering of artificial noise-robust networks is important for various industrial and logistic applications. Here, flow distribution (pipeline) networks, representing a simplification of biological signal transduction systems or a toy model of logistic transportation systems, are investigated. By running evolutionary optimization, networks having prescribed output patterns and robust against structural noise are constructed. Statistical properties of such networks, including their motif distributions, are determined and discussed.

PACS
89.75.Hc - Networks and genealogical trees.
89.20.-a - Interdisciplinary applications of physics.
89.75.Fb - Structures and organization in complex systems.

© Europhysics Letters Association 2007