How can mining population of genetic algorithm and get pattern or rule from chromosome with good cost?

Ilia Abolhasani @Ilia_Abolhasani

11 November 2016 1 3K Report

in genetic algorithm , suppose we have population with 100 chromosome ,

and each chromosome have 20 gene include integer between 1 and 10...

we choose 10 percent of the best chromosomes of this population and extract rule and pattarn ...

for example : mostly in good chromosome 2 come before 9 in specific gene or all...

The gene sequence rule

Fábio Lobato

Hi Illia,

you can select a group of individuals with good fitness and then apply the median for each gene. It is a very simple solution, but seems to fit to your problem.

However, if you are working on combinatorial problems, this solution will probably fail.

Regards,

Fábio

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