Smoothing representation of fitness landscapes — the genotypephenotype map of evolution

We investigate a simple evolutionary game of sequences and demonstrate at this example the structure of fitness landscapes in discrete problems. We show the smoothing action of the genotype-phenotype mapping which makes evolution feasible. Further we propose the density of sequence states as a classifying measure of fitness landscapes.