genetic_algo_julia

Simple genetic algorithm to optimize real functions of multiple variables from scratch in Julia.

Algorithim parameters are given in algo_inputs.txt:

• num_generations
• population_size
• number_genes
• variable_range_low
• variable_range_high
• function_param: Functions available are sphere and schwefel.

Results examples:

Graphs on the left show fitness average on population and on the right fitness maximum.

Schwefel function

Sphere function

Demo

You can simply run genetic_algo.jl

Make sure you make any changes you would like according to plotting your results.