Problem-solving benefits of down-sampled lexicase selection

10 June 2021

Papers citing "Problem-solving benefits of down-sampled lexicase selection"

18 / 18 papers shown

Title
Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models Anastasiia Grishina Vadim Liventsev Aki Härmä Leon Moonen ELM 87 0 0 10 Mar 2025
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection Alina Geiger Martin Briesch Dominik Sobania Franz Rothlauf 76 0 0 25 Feb 2025
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming Thomas Helmuth Edward R. Pantridge James Gunder Frazier Lee Spector 23 0 0 08 Aug 2024
Origami: (un)folding the abstraction of recursion schemes for program synthesis Matheus Campos Fernandes Fabrício Olivetti de França Emilio Francesquini 44 0 0 21 Feb 2024
Runtime phylogenetic analysis enables extreme subsampling for test-based problems Alexander Lalejini Marcos Sanson Jack Garbus Matthew Andres Moreno Emily L. Dolson 27 4 0 02 Feb 2024
DALex: Lexicase-like Selection via Diverse Aggregation Andrew Ni Lijie Ding Lee Spector 54 5 0 23 Jan 2024
Particularity Lee Spector Lijie Ding Ryan Boldi 37 2 0 12 Jun 2023
Phylogeny-informed fitness estimation Alexander Lalejini Matthew Andres Moreno Jose Guadalupe Hernandez Emily L. Dolson 26 1 0 06 Jun 2023
Probabilistic Lexicase Selection Lijie Ding Edward R. Pantridge Lee Spector 30 7 0 19 May 2023
Fully Autonomous Programming with Large Language Models Vadim Liventsev Anastasiia Grishina Aki Härmä Leon Moonen ELM 34 37 0 20 Apr 2023
HOTGP -- Higher-Order Typed Genetic Programming Matheus Campos Fernandes Fabrício Olivetti de França Emilio Francesquini 36 7 0 06 Apr 2023
A Static Analysis of Informed Down-Samples Ryan Boldi Alexander Lalejini Thomas Helmuth Lee Spector 23 10 0 04 Apr 2023
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems Alina Geiger Dominik Sobania Franz Rothlauf 38 8 0 08 Feb 2023
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving Ryan Boldi Martin Briesch Dominik Sobania Alexander Lalejini Thomas Helmuth Franz Rothlauf Charles Ofria Lee Spector 49 22 0 04 Jan 2023
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection Ryan Boldi Thomas Helmuth Lee Spector 32 5 0 31 May 2022
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming Dominik Sobania Martin Briesch Franz Rothlauf ELM 35 108 0 15 Nov 2021
An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality Jose Guadalupe Hernandez Alexander Lalejini Charles Ofria 21 17 0 20 Jul 2021
PSB2: The Second Program Synthesis Benchmark Suite Thomas Helmuth P. Kelly 30 49 0 10 Jun 2021