Evolution of Perfection in a Genetic Algorithm

that matches a binary string

Select the length of the binary password :

PURPOSE

PASSWORD_LENGTH, APPROXIMATIONS OF ARTIFICIAL INTELLIGENCE

PASSWORD_LENGTH, SOLUTIONS OF EVOLUTION, TRIALS OF IMPROVEMENT

PASSWORD_LENGTH, SOLUTIONS OF RANDOMNESS, TRIALS OF IMPROVEMENT

INFORMATION FOR DEBUGGING

TIME DATA

Length of target string

Tapestry of the Evolution of Perfection in GP with Flipp

Each square represents a genome, each row a generation.

Generations are numbered and grow upwards.

Generation 0-th is the the initial population, fruit of randomness.

The fitness or perfection of a genome is encodeed by the color of its square:

starting with 0, the worst in dark green , and growing up to 8 in very light green,

to 9 the almost-perfect in pink, to 10 in red, which is the perfect genome.

Two red segments join the perfect genome to its parents.