Thomas Helmuth

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Human-Driven Genetic Programming for Program Synthesis: A Prototype.

[BibT_eX]

[DOI]

Ahmed Farghali Abdelrehim

James Gunder Frazier

Yuhan Shi

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Static Analysis of Informed Down-Samples.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

The Problem Solving Benefits of Down-sampling Vary by Selection Scheme.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Problem-Solving Benefits of Down-Sampled Lexicase Selection.

[BibT_eX]

[DOI]

Artif. Life, March, 2022

Applying genetic programming to PSB2: the next generation program synthesis benchmark suite.

[BibT_eX]

[DOI]

Peter Kelly

Genet. Program. Evolvable Mach., 2022

The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection.

[BibT_eX]

[DOI]

Ryan Boldi

CoRR, 2022

Population Diversity Leads to Short Running Times of Lexicase Selection.

[BibT_eX]

[DOI]

Johannes Lengler

William G. La Cava

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Environments with local scopes for modules in genetic programming.

[BibT_eX]

[DOI]

Anil Kumar Saini

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Functional code building genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Lexicase selection.

[BibT_eX]

[DOI]

William G. La Cava

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Lexicase selection at scale.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Going faster and hence further with lexicase selection.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

PSB2: the second program synthesis benchmark suite.

[BibT_eX]

[DOI]

Peter Kelly

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

On the importance of specialists for lexicase selection.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2020

Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Artificial Life, 2020

Genetic Source Sensitivity and Transfer Learning in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Artificial Life, 2020

Counterexample-driven genetic programming without formal specifications.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Transfer Learning of Genetic Programming Instruction Sets.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Benchmarking parent selection for program synthesis by genetic programming.

[BibT_eX]

[DOI]

Amr M. Abdelhady

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A Probabilistic and Multi-Objective Analysis of Lexicase Selection and ε-Lexicase Selection.

[BibT_eX]

[DOI]

Evol. Comput., 2019

Comparison of Linear Genome Representations for Software Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Comparing and combining lexicase selection and novelty search.

[BibT_eX]

[DOI]

Lia Jundt

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Lexicase selection of specialists.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Specialization and elitism in lexicase and tournament selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Program synthesis using uniform mutation by addition and deletion.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A comparison of semantic-based initialization methods for genetic programming.

[BibT_eX]

[DOI]

Hammad Ahmad

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

$ε$-Lexicase selection: a probabilistic and multi-objective analysis of lexicase selection in continuous domains.

[BibT_eX]

[DOI]

CoRR, 2017

Lexicase Selection with Weighted Shuffle.

[BibT_eX]

[DOI]

Sarah Anne Troise

Proceedings of the Genetic Programming Theory and Practice XV, 2017

Relaxations of Lexicase Parent Selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XV, 2017

On the difficulty of benchmarking inductive program synthesis methods.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Using algorithm configuration tools to optimize genetic programming parameters: a case study.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Visualizing genetic programming ancestries using graph databases.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Improving generalization of evolved programs through automatic simplification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Detailed Analysis of a PushGP Run.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Linear Genomes for Structured Programs.

[BibT_eX]

[DOI]

Saul Shanabrook

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Evolution Evolves with Autoconstruction.

[BibT_eX]

[DOI]

Maggie M. Casale

Julian Oks

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Visualizing Genetic Programming Ancestries.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

The Impact of Hyperselection on Lexicase Selection.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Solving Uncompromising Problems With Lexicase Selection.

[BibT_eX]

[DOI]

James Matheson

IEEE Trans. Evol. Comput., 2015

Comparison of Semantic-aware Selection Methods in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

General Program Synthesis Benchmark Suite.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Genetic Programming with Epigenetic Local Search.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn?

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XII, 2014

Effective simplification of evolved push programs using a simple, stochastic hill-climber.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Word count as a traditional programming benchmark problem for genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Uniform Linear Transformation with Repair and Alternation in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

Evolving a digital multiplier with the pushgp genetic programming system.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Tag-based modularity in tree-based genetic programming.

[BibT_eX]

[DOI]

Kyle Ira Harrington

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Empirical investigation of size-based tournaments for node selection in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Tag-based modules in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Fecundity and selectivity in evolutionary computation.

[BibT_eX]

[DOI]

Kyle Ira Harrington

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Size-based tournaments for node selection.

[BibT_eX]

[DOI]