GUIDE: Unifying Evolutionary Engines through a Graphical User Interface

TL;DR

GUIDE is a user-friendly graphical interface that unifies various evolutionary algorithms, enabling easy switching and exploration of different models, and serving as an educational tool for learning about EAs.

Contribution

The paper introduces GUIDE, a GUI that consolidates multiple evolutionary algorithms into a single interface, simplifying experimentation and education.

Findings

Allows seamless switching between EA models

Facilitates exploration of new EA combinations

Serves as an effective teaching tool

Abstract

Many kinds of Evolutionary Algorithms (EAs) have been described in the literature since the last 30 years. However, though most of them share a common structure, no existing software package allows the user to actually shift from one model to another by simply changing a few parameters, e.g. in a single window of a Graphical User Interface. This paper presents GUIDE, a Graphical User Interface for DREAM Experiments that, among other user-friendly features, unifies all kinds of EAs into a single panel, as far as evolution parameters are concerned. Such a window can be used either to ask for one of the well known ready-to-use algorithms, or to very easily explore new combinations that have not yet been studied. Another advantage of grouping all necessary elements to describe virtually all kinds of EAs is that it creates a fantastic pedagogic tool to teach EAs to students and newcomers to the field.