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GPTP 2023

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Stephan Winkler, Leonardo Trujillo, Charles Ofria, Ting Hu:
Genetic Programming Theory and Practice XX [GPTP 2023]. Springer 2024, ISBN 978-981-99-8412-1
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  - conf/gptp/RibeiroSMMCHM23
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Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore:
TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning. 1-17
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  - conf/gptp/FajardoLTHO23
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Mario Alejandro Hevia Fajardo, Per Kristian Lehre, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology. 19-44
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  - conf/gptp/HautBPC23
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Nathan Haut, Wolfgang Banzhaf, Bill Punch, Dirk Colbry:
Accelerating Image Analysis Research with Active Learning Techniques in Genetic Programming. 45-64
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  - conf/gptp/Banzhaf0O23
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Wolfgang Banzhaf, Ting Hu, Gabriela Ochoa:
How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions. 65-86
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  - conf/gptp/McPheeL23
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Nicholas Freitag McPhee, Richard Lussier:
The Impact of Step Limits on Generalization and Stability in Software Synthesis. 87-104
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  - conf/gptp/HidalgoVPG23
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José Ignacio Hidalgo, José Manuel Velasco, Daniel Parra, Oscar Garnica:
Genetic Programming Techniques for Glucose Prediction in People with Diabetes. 105-124
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  - conf/gptp/Moreno23
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Matthew Andres Moreno:
Methods for Rich Phylogenetic Inference Over Distributed Sexual Populations. 125-141
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  - conf/gptp/SipperEHHLSTT23
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Moshe Sipper, Achiya Elyasaf, Tomer Halperin, Zvika Haramaty, Raz Lapid, Eyal Segal, Itai Tzruia, Snir Vitrack Tamam:
A Melting Pot of Evolution and Learning. 143-158
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  - conf/gptp/Spector0B23
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Lee Spector, Li Ding, Ryan Boldi:
Particularity. 159-176
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  - conf/gptp/BradleyFGZSL23
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Herbie Bradley, Honglu Fan, Theodoros Galanos, Ryan Zhou, Daniel Scott, Joel Lehman:
The OpenELM Library: Leveraging Progress in Language Models for Novel Evolutionary Algorithms. 177-201
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  - conf/gptp/MedvetN23
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Eric Medvet, Giorgia Nadizar:
GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots. 203-224
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  - conf/gptp/HaiderFBBKA23
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Christian Haider, Fabrício Olivetti de França, Bogdan Burlacu, Florian Bachinger, Gabriel Kronberger, Michael Affenzeller:
Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation. 225-240
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  - conf/gptp/LalejiniMHD23
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Alexander Lalejini, Matthew Andres Moreno, Jose Guadalupe Hernandez, Emily L. Dolson:
Phylogeny-Informed Fitness Estimation for Test-Based Parent Selection. 241-261
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  - conf/gptp/FernandesFF23
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Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini:
Origami: (un)folding the Abstraction of Recursion Schemes for Program Synthesis. 263-281
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  - conf/gptp/DolsonL23
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Emily L. Dolson, Alexander Lalejini:
Reachability Analysis for Lexicase Selection via Community Assembly Graphs. 283-301
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  - conf/gptp/Hussain23
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Talib S. Hussain:
Let's Evolve Intelligence, Not Solutions. 303-333

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