Genetic Algorithms for XHSTT Instances - Plots

This repository contains plots for evaluating my self-parameterizing genetic algorithm against its static counterparts when solving XHSTT problem instances.

hdtt4

Alg 11 (direct encoding)

Alg 12 (indirect encoding)

hdtt5

Alg 12 (indirect encoding)

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Performance related plots

Generations per second

Usage

• generate success rate plots: Rscript plots/success_rate.R

• generate generations taken plots: Rscript plots/generations-taken.R

• generate generations per second plots: Rscript plots/gen_per_sec.R

• generate multiple plots with:

  • fish: for script in plots/discussion_1/*.R; Rscript $script; end
  • bash: for script in plots/discussion_1/*.R; do Rscript "$script"; done