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06/12/2023
Particularity
We describe a design principle for adaptive systems under which adaptati...
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05/19/2023
Probabilistic Lexicase Selection
Lexicase selection is a widely used parent selection algorithm in geneti...
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05/12/2023
Can the Problem-Solving Benefits of Quality Diversity Be Obtained Without Explicit Diversity Maintenance?
When using Quality Diversity (QD) optimization to solve hard exploration...
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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
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits
Recent advancements in quantum computing have shown promising computatio...
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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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04/04/2022
Evolving Neural Selection with Adaptive Regularization
Over-parameterization is one of the inherent characteristics of modern d...
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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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08/09/2020
Code Building Genetic Programming
In recent years the field of genetic programming has made significant ad...
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07/10/2019
Lexicase selection in Learning Classifier Systems
The lexicase parent selection method selects parents by considering perf...
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05/30/2019
Epsilon-Lexicase Selection for Regression
Lexicase selection is a parent selection method that considers test case...
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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