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20. EuroGP 2017: Amsterdam, The Netherlands

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James McDermott, Mauro Castelli, Lukás Sekanina, Evert Haasdijk, Pablo García-Sánchez:
Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings. Lecture Notes in Computer Science 10196, 2017, ISBN 978-3-319-55695-6

Oral Presentations

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Iwo Bladek, Krzysztof Krawiec:
Evolutionary Program Sketching. 3-18
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  - conf/eurogp/HaraldssonWBC17
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Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, David E. Cairns:
Exploring Fitness and Edit Distance of Mutated Python Programs. 19-34
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Dario Izzo, Francesco Biscani, Alessio Mereta:
Differentiable Genetic Programming. 35-51
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Baozhu Jia, Marc Ebner:
Evolving Game State Features from Raw Pixels. 52-63
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Stephen Kelly, Malcolm I. Heywood:
Emergent Tangled Graph Representations for Atari Game Playing Agents. 64-79
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William G. La Cava, Jason H. Moore:
A General Feature Engineering Wrapper for Machine Learning Using \epsilon -Lexicase Survival. 80-95
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  - conf/eurogp/LangdonVO17
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William B. Langdon, Nadarajen Veerapen, Gabriela Ochoa:
Visualising the Search Landscape of the Triangle Program. 96-113
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  - conf/eurogp/LopezTMLNS17
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Uriel López, Leonardo Trujillo, Yuliana Martínez, Pierrick Legrand, Enrique Naredo, Sara Silva:
RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming. 114-130
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Marcus Märtens, Fernando A. Kuipers, Piet Van Mieghem:
Symbolic Regression on Network Properties. 131-146
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Yi Mei, Su Nguyen, Mengjie Zhang:
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming. 147-163
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Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa:
Strategies for Improving the Distribution of Random Function Outputs in GSGP. 164-177
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Tomasz P. Pawlak, Krzysztof Krawiec:
Synthesis of Mathematical Programming Constraints with Genetic Programming. 178-193
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Elias Reichensdörfer, Dirk Odenthal, Dirk Wollherr:
Grammatical Evolution of Robust Controller Structures Using Wilson Scoring and Criticality Ranking. 194-209
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Binh Tran, Bing Xue, Mengjie Zhang:
Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data. 210-226

Posters

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Qi Chen, Bing Xue, Yi Mei, Mengjie Zhang:
Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression. 229-245
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Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa:
RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. 246-261
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Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill:
A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming. 262-277
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Thomas D. Griffiths, Anikó Ekárt:
Improving the Tartarus Problem as a Benchmark in Genetic Programming. 278-293
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Roman Kalkreuth, Günter Rudolph, Andre Droschinsky:
A New Subgraph Crossover for Cartesian Genetic Programming. 294-310
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Nuno Lourenço, Joaquim Ferrer, Francisco Baptista Pereira, Ernesto Costa:
A Comparative Study of Different Grammar-Based Genetic Programming Approaches. 311-325
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Eric Medvet:
A Comparative Analysis of Dynamic Locality and Redundancy in Grammatical Evolution. 326-342
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Milos Minarik, Lukás Sekanina:
On Evolutionary Approximation of Sigmoid Function for HW/SW Embedded Systems. 343-358

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