Thomas Helmuth

According to our database1, Thomas Helmuth authored at least 38 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
On the importance of specialists for lexicase selection.
Genet. Program. Evolvable Mach., 2020

Counterexample-driven genetic programming without formal specifications.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Transfer Learning of Genetic Programming Instruction Sets.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Benchmarking parent selection for program synthesis by genetic programming.
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.
Evol. Comput., 2019

Comparison of Linear Genome Representations for Software Synthesis.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Comparing and combining lexicase selection and novelty search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Lexicase selection of specialists.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
Specialization and elitism in lexicase and tournament selection.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Program synthesis using uniform mutation by addition and deletion.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A comparison of semantic-based initialization methods for genetic programming.
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.
CoRR, 2017

Lexicase Selection with Weighted Shuffle.
Proceedings of the Genetic Programming Theory and Practice XV, 2017

Relaxations of Lexicase Parent Selection.
Proceedings of the Genetic Programming Theory and Practice XV, 2017

On the difficulty of benchmarking inductive program synthesis methods.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Using algorithm configuration tools to optimize genetic programming parameters: a case study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Visualizing genetic programming ancestries using graph databases.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Improving generalization of evolved programs through automatic simplification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
A Detailed Analysis of a PushGP Run.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Linear Genomes for Structured Programs.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Evolution Evolves with Autoconstruction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Visualizing Genetic Programming Ancestries.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

The Impact of Hyperselection on Lexicase Selection.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015
Solving Uncompromising Problems With Lexicase Selection.
IEEE Trans. Evol. Comput., 2015

Comparison of Semantic-aware Selection Methods in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

General Program Synthesis Benchmark Suite.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Genetic Programming with Epigenetic Local Search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn?
Proceedings of the Genetic Programming Theory and Practice XII, 2014

Effective simplification of evolved push programs using a simple, stochastic hill-climber.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Word count as a traditional programming benchmark problem for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Uniform Linear Transformation with Repair and Alternation in Genetic Programming.
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

Evolving a digital multiplier with the pushgp genetic programming system.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Tag-based modularity in tree-based genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Empirical investigation of size-based tournaments for node selection in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Tag-based modules in genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Fecundity and selectivity in evolutionary computation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Size-based tournaments for node selection.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011


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