Genetic Programming Bibliography entries for Erik Hemberg

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GP coauthors/coeditors: Jonathan Byrne, Michael O'Neill, Anthony Brabazon, Michael Fenton, James McDermott, Elizabeth Shotton, Ciaran Nally, David Fagan, Miguel Nicolau, Sean McGarraghy, Ciaran McNally, Stefan Forstenlechner, Conor Gilligan, Nicholas Freitag McPhee, Lester T W Ho, Holger Claussen, Kalyan Veeramachaneni, Constantin Berzan, Una-May O'Reilly, Holger Clausssen, Jacob Rosen, Geoff Warner, Sanith Wijesinghe, Babak Hodjat, Hormoz Shahrzad, Jonatan Hugosson, John Mark Swafford, Martin Hemberg, Eoin Murphy, Eliott Bartley,

Genetic Programming Articles by Erik Hemberg

  1. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Discrete Planar Truss Optimization by Node Position Variation using Grammatical Evolution. IEEE Transactions on Evolutionary Computation, 20(4):577-589, 2016. details

  2. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Automatic innovative truss design using grammatical evolution. Automation in Construction, 39:59-69, 2014. Bronze Humie winner. details

  3. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill. Optimising complex pylon structures with grammatical evolution. Information Sciences, 316:582-597, 2014. details

  4. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. A comparison of grammatical genetic programming grammars for controlling femtocell network coverage. Genetic Programming and Evolvable Machines, 14(1):65-93, 2013. details

  5. Jonathan Byrne and Erik Hemberg and Michael O'Neill and Anthony Brabazon. A methodology for user directed search in evolutionary design. Genetic Programming and Evolvable Machines, 24(3):September, 2013. details

  6. James McDermott and John Mark Swafford and Martin Hemberg and Jonathan Byrne and Erik Hemberg and Michael Fenton and Ciaran McNally and Elizabeth Shotton and Michael O'Neill. An Assessment of String-Rewriting Grammars for Evolutionary Architectural Design. Environment and Planning B, 39(4):713-731, 2012. details

  7. Michael O'Neill and Anthony Brabazon and Erik Hemberg. Tracer spectrum: a visualisation method for distributed evolutionary computation. Genetic Programming and Evolvable Machines, 12(2):161-171, 2011. details

  8. Michael O'Neill and James McDermott and John Mark Swafford and Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Elizabeth Shotton and Ciaran McNally and Martin Hemberg. Evolutionary Design using Grammatical Evolution and Shape Grammars: Designing a Shelter. International Journal of Design Engineering, 3(1):4-24, 2010. details

  9. Jonatan Hugosson and Erik Hemberg and Anthony Brabazon and Michael O'Neill. Genotype representations in grammatical evolution. Applied Soft Computing, 10(1):36-43, 2010. details

  10. Michael O'Neill and Erik Hemberg and Conor Gilligan and Eliott Bartley and James McDermott and Anthony Brabazon. GEVA: Grammatical Evolution in Java. SIGEVOlution, 3(2) 2008. details

Genetic Programming PhD doctoral thesis Erik Hemberg

Genetic Programming conference papers by Erik Hemberg

  1. Michael Fenton and James McDermott and David Fagan and Stefan Forstenlechner and Erik Hemberg and Michael O'Neill. PonyGE2: Grammatical Evolution in Python. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1194-1201, Berlin, Germany, 2017. ACM. details

  2. Erik Hemberg and Jacob Rosen and Geoff Warner and Sanith Wijesinghe and Una-May O'Reilly. Tax Non-compliance Detection Using Co-evolution of Tax Evasion Risk and Audit Likelihood. In Katie Atkinson and Ted Sichelman editors, Proceedings of the 15th International Conference on Artificial Intelligence and Law, ICAIL-2015, pages 79-88, San Diego, USA, 2015. ACM. details

  3. David Fagan and Erik Hemberg and Michael O'Neill and Sean McGarraghy. Understanding Expansion Order and Phenotypic Connectivity in piGE. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 37-48, Vienna, Austria, 2013. Springer Verlag. details

  4. Erik Hemberg and Kalyan Veeramachaneni and Constantin Berzan and Una-May O'Reilly. Introducing Graphical Models to Analyze Genetic Programming Dynamics. In Frank Neumann and Kenneth De Jong editors, Foundations of Genetic Algorithms, pages 75-86, Adelaide, Australia, 2013. ACM. details

  5. Eoin Murphy and Erik Hemberg and Miguel Nicolau and Michael O'Neill and Anthony Brabazon. Grammar Bias and Initialisation in Grammar Based Genetic Programming. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 85-96, Malaga, Spain, 2012. Springer Verlag. details

  6. John Mark Swafford and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Analyzing Module Usage in Grammatical Evolution. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 347-356, Taormina, Italy, 2012. Springer. details

  7. Eoin Murphy and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Differential Gene Expression with Tree-Adjunct Grammars. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 377-386, Taormina, Italy, 2012. Springer. details

  8. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. Evolving Femtocell Algorithms with Dynamic \& Stationary Training Scenarios. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 2), volume 7492, pages 518-527, Taormina, Italy, 2012. Springer. details

  9. John Swafford and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Comparing methods for module identification in grammatical evolution. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 823-830, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  10. Erik Hemberg and Kalyan Veeramachaneni and Una-May O'Reilly. Graphical models and what they reveal about GP when it solves a symbolic regression problem. In Steven Gustafson and Ekaterina Vladislavleva editors, GECCO 2012 Symbolic regression and modeling workshop, pages 493-494, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  11. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Clausssen. Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1525-1526, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  12. Erik Hemberg and Kalyan Veeramachaneni and James McDermott and Constantin Berzan and Una-May O'Reilly. An investigation of local patterns for estimation of distribution genetic programming. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 767-774, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  13. David Fagan and Erik Hemberg and Michael O'Neill and Sean McGarraghy. Fitness Reactive Mutation in Grammatical Evolution. In Radomil Matousek editor, 18th International Conference on Soft Computing, MENDEL 2012, pages 144-149, Brno, Czech Republic, 2012. Brno University of Technology. details

  14. David Fagan and Erik Hemberg and Miguel Nicolau and Michael O'Neill and Sean McGarraghy. Towards adaptive mutation in grammatical evolution. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1481-1482, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  15. Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Michael O'Neill. A Local Search Interface for Interactive Evolutionary Architectural Design. In Penousal Machado and Juan Romero and Adrian Carballal editors, Proceedings of the 1st International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012, volume 7247, pages 23-34, Malaga, Spain, 2012. Springer Verlag. details

  16. David Fagan and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon and Sean McGarraghy. Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 286-297, Turin, Italy, 2011. Springer Verlag. details

  17. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill and Elizabeth Shotton and Ciaran Nally. Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. In Cecilia Di Chio and Anthony Brabazon and Gianni Di Caro and Rolf Drechsler and Marc Ebner and Muddassar Farooq and Joern Grahl and Gary Greenfield and Christian Prins and Juan Romero and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Neil Urquhart and A. Sima Uyar editors, Applications of Evolutionary Computing, EvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, EvoTRANSLOG, volume 6625, pages 204-213, Turin, Italy, 2011. Springer Verlag. details

  18. John Mark Swafford and Erik Hemberg and Michael O'Neill and Miguel Nicolau and Anthony Brabazon. A non-destructive grammar modification approach to modularity in grammatical evolution. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 1411-1418, Dublin, Ireland, 2011. ACM. details

  19. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. A symbolic regression approach to manage femtocell coverage using grammatical genetic programming. In Steven Gustafson and Ekaterina Vladislavleva editors, 3rd symbolic regression and modeling workshop for GECCO 2011, pages 639-646, Dublin, Ireland, 2011. ACM. details

  20. David Fagan and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 183-184, Dublin, Ireland, 2011. ACM. details

  21. Jonathan Byrne and Erik Hemberg and Michael O'Neill. Interactive operators for evolutionary architectural design. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 43-44, Dublin, Ireland, 2011. ACM. details

  22. Erik Hemberg and Michael O'Neill and Anthony Brabazon. An investigation into automatically defined function representations in Grammatical Evolution. In R. Matousek and L. Nolle editors, 15th International Conference on Soft Computing, Mendel'09, Brno, Czech Republic, 2009. details

  23. Erik Hemberg. An exploration of learning and grammars in grammatical evolution. In Anna I. Esparcia and Ying-ping Chen and Gabriela Ochoa and Ender Ozcan and Marc Schoenauer and Anne Auger and Hans-Georg Beyer and Nikolaus Hansen and Steffen Finck and Raymond Ros and Darrell Whitley and Garnett Wilson and Simon Harding and W. B. Langdon and Man Leung Wong and Laurence D. Merkle and Frank W. Moore and Sevan G. Ficici and William Rand and Rick Riolo and Nawwaf Kharma and William R. Buckley and Julian Miller and Kenneth Stanley and Jaume Bacardit and Will Browne and Jan Drugowitsch and Nicola Beume and Mike Preuss and Stephen L. Smith and Stefano Cagnoni and Jim DeLeo and Alexandru Floares and Aaron Baughman and Steven Gustafson and Maarten Keijzer and Arthur Kordon and Clare Bates Congdon and Laurence D. Merkle and Frank W. Moore editors, GECCO-2009 Graduate student workshop, pages 2705-2708, Montreal, 2009. ACM. details

  24. Jonathan Byrne and Michael O'Neill and Erik Hemberg and Anthony Brabazon. Analysis of Constant Creation Techniques on the Binomial-3 Problem with Grammatical Evolution. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 568-573, Trondheim, Norway, 2009. IEEE Press. details

  25. Erik Hemberg and Michael O'Neill and Anthony Brabazon. Altering Search Rates of the Meta and Solution Grammars in the mGGA. In Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alcazar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971, pages 362-373, Naples, 2008. Springer. details

  26. Michael O'Neill and Anthony Brabazon and Erik Hemberg. Subtree Deactivation Control with Grammatical Genetic Programming in Dynamic Environments. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3768-3774, Hong Kong, 2008. IEEE Press. details

  27. Erik Hemberg and Michael O'Neill and Anthony Brabazon. Grammatical Bias and Building Blocks in Meta-Grammar Grammatical Evolution. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3775-3782, Hong Kong, 2008. IEEE Press. details

  28. Erik Hemberg and Nic McPhee and Michael O'Neill and Anthony Brabazon. Pre-, In- and Postfix grammars for Symbolic Regression in Grammatical Evolution. In T. M. McGinnity editor, IEEE Workshop and Summer School on Evolutionary Computing, pages 18-22, University of Ulster, Derry, Northern Ireland, 2008. details

  29. Erik Hemberg and Conor Gilligan and Michael O'Neill and Anthony Brabazon. A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms. In Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445, pages 1-11, Valencia, Spain, 2007. Springer. details

  30. Jonatan Hugosson and Erik Hemberg and Anthony Brabazon and Michael O'Neill. An investigation of the mutation operator using different representations in Grammatical Evolution. In 2nd International Symposium "Advances in Artificial Intelligence and Applications", volume 2, pages 409-419, Wisla, Poland, 2007. details

Genetic Programming book chapters by Erik Hemberg

Genetic Programming technical reports by Erik Hemberg

Genetic Programming other entries for Erik Hemberg