An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality

Overview

This repository contains the source code and analyses associated with our 2021 GPTP contribution, "An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality".

Repository Guide:

• .github/ contains GitHub action workflows used to automate supplemental material builds.
• experiments contains the configuration files, hpcc submission scripts, and analysis scripts for our exploratory experiments and our final experiments (as described in the supplemental material and the publication).
• docs/ contains miscellaneous documentation associated with this work.
• source/ contains the implementation of the exploration diagnostic and our experiments.

Abstract

TODO

Authors

• Jose Guadalupe Hernandez
• Alexander Lalejini
• Charles Ofria