The influence of scaling and assortativity on takeover times in scale-free topologies

In evolving systems, the topological characteristics of population structure have a pronounced impact on the rate of spread of advantageous alleles, and therefore affect selective pressure. One common method for quantifying the influence of population structure on selective pressure is through the analysis of the expected number of generations required for a single favorable allele to saturate an entire population (a.k.a. takeover time analysis). While takeover times have been thoroughly investigated in regular population structures, the selective pressures induced by irregular interaction topologies, such as scale-free graphs, have received much less attention. In this study, we systematically investigate the influence of scaling and assortativity, two frequently overlooked topological properties, on takeover times in scale-free population structures. Our results demonstrate that the scaling parameter and the magnitude and sign of assortativity have profound and unexpected nonlinear ...

• Type: Conference
• Year: 2008
• Where: GECCO
• Authors: Joshua L. Payne, Margaret J. Eppstein
• Keywords: GECCO 2008, Optimization, Population Structure, Selective Pressure, Takeover Time