PSB2: The Second Program Synthesis Benchmark Suite

10 June 2021

Papers citing "PSB2: The Second Program Synthesis Benchmark Suite"

21 / 21 papers shown

Title
TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming Roman Kalkreuth Fabricio Olivetti de França Julian Dierkes Marie Anastacio Anja Jankovic Zdenek Vasicek Holger Hoos 24 0 0 14 Apr 2025
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
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker M. Izadi VLM 45 0 0 07 Mar 2025
Effective Adaptive Mutation Rates for Program Synthesis Andrew Ni Lee Spector 21 1 0 23 Jun 2024
Runtime phylogenetic analysis enables extreme subsampling for test-based problems Alexander Lalejini Marcos Sanson Jack Garbus Matthew Andres Moreno Emily L. Dolson 19 4 0 02 Feb 2024
Optimizing Neural Networks with Gradient Lexicase Selection Lijie Ding Lee Spector 40 20 0 19 Dec 2023
Reachability Analysis for Lexicase Selection via Community Assembly Graphs Emily L. Dolson Alexander Lalejini 27 1 0 20 Sep 2023
Evaluation of OpenAI Codex for HPC Parallel Programming Models Kernel Generation William F. Godoy Pedro Valero-Lara K. Teranishi Prasanna Balaprakash Jeffrey S. Vetter ELM 21 24 0 27 Jun 2023
Particularity Lee Spector Lijie Ding Ryan Boldi 21 2 0 12 Jun 2023
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism Edward R. Pantridge Thomas Helmuth 11 6 0 08 Jun 2023
Phylogeny-informed fitness estimation Alexander Lalejini Matthew Andres Moreno Jose Guadalupe Hernandez Emily L. Dolson 18 1 0 06 Jun 2023
A Static Analysis of Informed Down-Samples Ryan Boldi Alexander Lalejini Thomas Helmuth Lee Spector 16 10 0 04 Apr 2023
MTGP: Combining Metamorphic Testing and Genetic Programming Dominik Sobania Martin Briesch Philipp Rochner Franz Rothlauf 9 3 0 20 Jan 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 38 22 0 04 Jan 2023
Functional Code Building Genetic Programming Edward R. Pantridge Thomas Helmuth Lee Spector ELM 9 9 0 09 Jun 2022
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection Ryan Boldi Thomas Helmuth Lee Spector 25 5 0 31 May 2022
A suite of diagnostic metrics for characterizing selection schemes Jose Guadalupe Hernandez Alexander Lalejini Charles Ofria 19 12 0 29 Apr 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 22 108 0 15 Nov 2021
Recent Developments in Program Synthesis with Evolutionary Algorithms Dominik Sobania Dirk Schweim Franz Rothlauf 14 10 0 27 Aug 2021
An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality Jose Guadalupe Hernandez Alexander Lalejini Charles Ofria 8 17 0 20 Jul 2021
Problem-solving benefits of down-sampled lexicase selection Thomas Helmuth Lee Spector 17 29 0 10 Jun 2021