EuroGP B

20 papers

YearTitle / Authors
2018A Comparative Study on Crossover in Cartesian Genetic Programming.
Jakub Husa, Roman Kalkreuth
2018A Multiple Expression Alignment Framework for Genetic Programming.
Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli
2018Analyzing Feature Importance for Metabolomics Using Genetic Programming.
Ting Hu, Karoliina Oksanen, Weidong Zhang, Edward Randell, Andrew Furey, Guangju Zhai
2018Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web.
Duc Minh Tran, Claudia d'Amato, Nguyen Thanh Binh, Andrea G. B. Tettamanzi
2018Evolving Better RNAfold Structure Prediction.
William B. Langdon, Justyna Petke, Ronny Lorenz
2018Evolving Graphs by Graph Programming.
Timothy Atkinson, Detlef Plump, Susan Stepney
2018Evolving the Topology of Large Scale Deep Neural Networks.
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2018Generating Redundant Features with Unsupervised Multi-tree Genetic Programming.
Andrew Lensen, Bing Xue, Mengjie Zhang
2018Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings
Mauro Castelli, Lukás Sekanina, Mengjie Zhang, Stefano Cagnoni, Pablo García-Sánchez
2018Genetic Programming Hyper-Heuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling.
Daniel Yska, Yi Mei, Mengjie Zhang
2018Geometric Crossover in Syntactic Space.
João Macedo, Carlos M. Fonseca, Ernesto Costa
2018Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling.
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks.
Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
2018Multi-objective Evolution of Ultra-Fast General-Purpose Hash Functions.
David Grochol, Lukás Sekanina
2018On the Automatic Design of a Representation for Grammar-Based Genetic Programming.
Eric Medvet, Alberto Bartoli
2018Pruning Techniques for Mixed Ensembles of Genetic Programming Models.
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
2018Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom.
Robert J. Smith, Malcolm I. Heywood
2018Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming.
Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2018Towards in Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States.
Nadia S. Taou, Michael A. Lones
2018Using GP Is NEAT: Evolving Compositional Pattern Production Functions.
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro