Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection
Thomas Helmuth, Lee Spector
Abstract
In genetic programming, parent selection is ordinarily based on aggregate measures of performance across an entire training set. Lexicase selection, by contrast, selects on the basis of performance...
Topics & Concepts
Selection (genetic algorithm)Computer scienceArtificial intelligenceEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms ResearchViral Infectious Diseases and Gene Expression in Insects