David Fagan

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 27

Top Topics

Benchmark Suite

Grammatical Evolution

Genetic Programming

Handwritten Digit Recognition

Top Venues

GECCO (Companion)

Publications

Mark Connor, David Fagan, Barry Watters, Fergal McCaffery, Michael O'Neill
Optimizing Team Sport Training With Multi-Objective Evolutionary Computation. Int. J. Comput. Sci. Sport 20 (1) (2021)
Takfarinas Saber, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. CEC (2020)
Michael Fenton, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
Towards Automation and Augmentation of the Design of Schedulers for Cellular Communications Networks. Evol. Comput. 27 (2) (2019)
Mark Connor, David Fagan, Michael O'Neill
Optimising Team Sport Training Plans With Grammatical Evolution. CEC (2019)
David Lynch, Michael Fenton, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
Automated Self-Optimization in Heterogeneous Wireless Communications Networks. IEEE/ACM Trans. Netw. 27 (1) (2019)
Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
A multi-level grammar approach to grammar-guided genetic programming: the case of scheduling in heterogeneous networks. Genet. Program. Evolvable Mach. 20 (2) (2019)
Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
A Hierarchical Approach to Grammar-Guided Genetic Programming: The Case of Scheduling in Heterogeneous Networks. TPNC (2018)
Michael Fenton, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
Towards automation & augmentation of the design of schedulers for cellular communications networks. GECCO (Companion) (2018)
Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
Extending Program Synthesis Grammars for Grammar-Guided Genetic Programming. PPSN (1) (2018)
Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
Towards effective semantic operators for program synthesis in genetic programming. GECCO (2018)
Michael O'Neill, David Fagan
The Elephant in the Room: Towards the Application of Genetic Programming to Automatic Programming. GPTP (2018)
Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks. EuroGP (2018)
Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
Towards Understanding and Refining the General Program Synthesis Benchmark Suite with Genetic Programming. CEC (2018)
David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill
Managing Quality of Service Through Intelligent Scheduling in Heterogeneous Wireless Communications Networks. CEC (2018)
Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming. EuroGP (2017)
Rory Murphy, David Fagan, Michael O'Neill
Gems: A novel method to accelerate Evolutionary Algorithms. CEC (2017)
Nam Le, Michael O'Neill, David Fagan, Anthony Brabazon
Social Grammatical Evolution with imitation learning for real-valued function estimation. CEC (2017)
Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Erik Hemberg, Michael O'Neill
PonyGE2: grammatical evolution in Python. GECCO (Companion) (2017)
David Fagan, Michael O'Neill
Exploring Target Change Related Fitness Reduction in the Moving Point Dynamic Environment. TPNC (2017)
Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Michael O'Neill, Erik Hemberg
PonyGE2: Grammatical Evolution in Python. CoRR (2017)
Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill
Semantics-Based Crossover for Program Synthesis in Genetic Programming. Artificial Evolution (2017)
David Fagan, Michael Fenton, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill
Deep learning through evolution: A hybrid approach to scheduling in a dynamic environment. IJCNN (2017)
David Fagan, Michael Fenton, Michael O'Neill
Exploring position independent initialisation in grammatical evolution. CEC (2016)
Michael O'Neill, Anthony Brabazon, David Fagan
An exploration of grammatical encodings to model six nations rugby match outcomes. CEC (2016)
Stefan Forstenlechner, Miguel Nicolau, David Fagan, Michael O'Neill
Grammar Design for Derivation Tree Based Genetic Programming Systems. EuroGP (2016)
Alexandros Agapitos, Michael O'Neill, Miguel Nicolau, David Fagan, Ahmed Kattan, Anthony Brabazon, Kathleen M. Curran
Deep evolution of image representations for handwritten digit recognition. CEC (2015)
Stefan Forstenlechner, Miguel Nicolau, David Fagan, Michael O'Neill
Introducing Semantic-Clustering Selection in Grammatical Evolution. GECCO (Companion) (2015)
David Fagan, Erik Hemberg, Michael O'Neill, Seán McGarraghy
Understanding Expansion Order and Phenotypic Connectivity in πGE. EuroGP (2013)
David Fagan, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Seán McGarraghy
Towards adaptive mutation in grammatical evolution. GECCO (Companion) (2012)
David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon, Seán McGarraghy
Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. EuroGP (2011)
David Fagan
Genotype-phenotype mapping in dynamic environments with grammatical evolution. GECCO (Companion) (2011)
David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. GECCO (Companion) (2011)
David Fagan, Miguel Nicolau, Michael O'Neill, Edgar Galván López, Anthony Brabazon, Seán McGarraghy
Investigating mapping order in piGE. IEEE Congress on Evolutionary Computation (2010)
David Fagan, Michael O'Neill, Edgar Galván López, Anthony Brabazon, Seán McGarraghy
An Analysis of Genotype-Phenotype Maps in Grammatical Evolution. EuroGP (2010)
Edgar Galván López, David Fagan, Eoin Murphy, John Mark Swafford, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Comparing the performance of the evolvable piGrammatical Evolution genotype-phenotype map to Grammatical Evolution in the dynamic Ms. Pac-Man environment. IEEE Congress on Evolutionary Computation (2010)