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20. EuroGP 2017: Amsterdam, The Netherlands
- 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
- Iwo Bladek
, Krzysztof Krawiec
:
Evolutionary Program Sketching. 3-18 - Saemundur O. Haraldsson
, John R. Woodward, Alexander E. I. Brownlee, David E. Cairns:
Exploring Fitness and Edit Distance of Mutated Python Programs. 19-34 - Dario Izzo
, Francesco Biscani, Alessio Mereta:
Differentiable Genetic Programming. 35-51 - Baozhu Jia, Marc Ebner
:
Evolving Game State Features from Raw Pixels. 52-63 - Stephen Kelly, Malcolm I. Heywood
:
Emergent Tangled Graph Representations for Atari Game Playing Agents. 64-79 - William G. La Cava
, Jason H. Moore
:
A General Feature Engineering Wrapper for Machine Learning Using \epsilon -Lexicase Survival. 80-95 - William B. Langdon, Nadarajen Veerapen
, Gabriela Ochoa
:
Visualising the Search Landscape of the Triangle Program. 96-113 - 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 - Marcus Märtens, Fernando A. Kuipers, Piet Van Mieghem:
Symbolic Regression on Network Properties. 131-146 - Yi Mei
, Su Nguyen
, Mengjie Zhang:
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming. 147-163 - Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa:
Strategies for Improving the Distribution of Random Function Outputs in GSGP. 164-177 - Tomasz P. Pawlak
, Krzysztof Krawiec
:
Synthesis of Mathematical Programming Constraints with Genetic Programming. 178-193 - Elias Reichensdörfer, Dirk Odenthal
, Dirk Wollherr:
Grammatical Evolution of Robust Controller Structures Using Wilson Scoring and Criticality Ranking. 194-209 - Binh Tran
, Bing Xue, Mengjie Zhang:
Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data. 210-226
Posters
- 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 - 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 - Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
:
A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming. 262-277 - Thomas D. Griffiths, Anikó Ekárt
:
Improving the Tartarus Problem as a Benchmark in Genetic Programming. 278-293 - Roman Kalkreuth, Günter Rudolph, Andre Droschinsky:
A New Subgraph Crossover for Cartesian Genetic Programming. 294-310 - Nuno Lourenço
, Joaquim Ferrer, Francisco Baptista Pereira, Ernesto Costa:
A Comparative Study of Different Grammar-Based Genetic Programming Approaches. 311-325 - Eric Medvet:
A Comparative Analysis of Dynamic Locality and Redundancy in Grammatical Evolution. 326-342 - Milos Minarik, Lukás Sekanina:
On Evolutionary Approximation of Sigmoid Function for HW/SW Embedded Systems. 343-358
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