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06/08/2023
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism
Contemporary genetic programming (GP) systems for general program synthe...
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04/14/2023
Analyzing the Interaction Between Down-Sampling and Selection
Genetic programming systems often use large training sets to evaluate th...
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04/04/2023
A Static Analysis of Informed Down-Samples
We present an analysis of the loss of population-level test coverage ind...
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01/04/2023
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving
Genetic Programming (GP) often uses large training sets and requires all...
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08/23/2022
Lexicase Selection at Scale
Lexicase selection is a semantic-aware parent selection method, which as...
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06/09/2022
Functional Code Building Genetic Programming
General program synthesis has become an important application area for g...
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05/31/2022
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection
Down-sampling training data has long been shown to improve the generaliz...
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04/13/2022
Population Diversity Leads to Short Running Times of Lexicase Selection
In this paper we investigate why the running time of lexicase parent sel...
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06/10/2021
PSB2: The Second Program Synthesis Benchmark Suite
For the past six years, researchers in genetic programming and other pro...
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06/10/2021
Problem-solving benefits of down-sampled lexicase selection
In genetic programming, an evolutionary method for producing computer pr...
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05/22/2019
Comparing and Combining Lexicase Selection and Novelty Search
Lexicase selection and novelty search, two parent selection methods used...
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05/22/2019
Lexicase Selection of Specialists
Lexicase parent selection filters the population by considering one rand...
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09/15/2017