Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2005-07-03
Physics
Condensed Matter
Statistical Mechanics
4 figures. to be published in Phys. Rev. E
Scientific paper
10.1103/PhysRevE.72.061901
We study the nature of fitness landscapes of 'quenched' Kauffman's Boolean model with a scale-free network. We have numerically calculated the rugged fitness landscapes, the distributions, its tails, and the correlation between the fitness of local optima and their Hamming distance from the highest optimum found, respectively. We have found that (a) there is an interesting difference between the random and the scale-free networks such that the statistics of the rugged fitness landscapes is Gaussian for the random network while it is non-Gaussian with a tail for the scale-free network; (b) as the average degree $
Iguchi Kazumoto
Kinoshita Shu-ichi
Yamada Hiroaki
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