Genetic Programming Bibliography entries for James McDermott

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GP coauthors/coeditors: Alexandros Agapitos, Michael O'Neill, Ahmed Kattan, Anthony Brabazon, Jonathan Byrne, Edgar Galvan Lopez, Michael Fenton, Erik Hemberg, Elizabeth Shotton, Ciaran Nally, Van Loi Cao, Miguel Nicolau, Nhien-An Le-Khac, Mauro Castelli, Lukas Sekanina, Pedro Vicoso Fazenda, Una-May O'Reilly, Ciaran McNally, David Fagan, Stefan Forstenlechner, Kalyan Veeramachaneni, Constantin Berzan, Malcolm Heywood, Ernesto Costa, Leonardo Trujillo, Roisin Loughran, Jacqueline Walker, Penousal Machado, Pablo Garcia-Sanchez, Paolo Burelli, Sebastian Risi, Kevin Sim, John Mark Swafford, Leonardo Vanneschi, David Robert White, Sean Luke, Luca Manzoni, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth De Jong, Martin Hemberg, Paula Carroll, Dylan Sherry, Alberto Moraglio, Quang Uy Nguyen, Pham Tuan Anh, Nguyen Xuan Hoai, Conor Gilligan, Eliott Bartley, John Reddin, Jianhua Shao, Brian W Goldman, Gabriel Kronberger,

Genetic Programming Articles by James McDermott

  1. Quang Uy Nguyen and Tuan Anh Pham and Xuan Hoai Nguyen and James McDermott. Subtree semantic geometric crossover for genetic programming. Genetic Programming and Evolvable Machines, 17(1):25-53, 2016. details

  2. 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

  3. James McDermott. Visualising Evolutionary Search Spaces. SIGEvolution newsletter of the ACM Special Interest Group on Genetic and Evolutionary Computation, 7(1):2-10, 2014. details

  4. 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

  5. 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

  6. David R. White and James McDermott and Mauro Castelli and Luca Manzoni and Brian W. Goldman and Gabriel Kronberger and Wojciech Jaskowski and Una-May O'Reilly and Sean Luke. Better GP benchmarks: community survey results and proposals. Genetic Programming and Evolvable Machines, 14(1):3-29, 2013. details

  7. James McDermott. Graph grammars for evolutionary 3D design. Genetic Programming and Evolvable Machines, 14(3):369-393, 2013. Special issue on biologically inspired music, sound, art and design. details

  8. 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

  9. Edgar Galvan-Lopez and James McDermott and Michael O'Neill and Anthony Brabazon. Defining locality as a problem difficulty measure in genetic programming. Genetic Programming and Evolvable Machines, 12(4):365-401, 2012. details

  10. 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

  11. 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 Conference proceedings edited by James McDermott

Genetic Programming conference papers by James McDermott

  1. James McDermott and Miguel Nicolau. Late-acceptance Hill-climbing with a Grammatical Program Representation. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 241-242, Berlin, Germany, 2017. ACM. details

  2. 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

  3. Van Loi Cao and Nhien-An Le-Khac and Michael O'Neill and Miguel Nicolau and James McDermott. Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data. In Giovanni Squillero and Paolo Burelli editors, 19th European Conference on Applications of Evolutionary Computation, EvoApplications 2016, volume 9597, pages 35-45, Porto, Portugal, 2016. Springer. details

  4. Van Loi Cao and Miguel Nicolau and James McDermott. One-class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming. In Malcolm I. Heywood and James McDermott and Mauro Castelli and Ernesto Costa and Kevin Sim editors, EuroGP 2016: Proceedings of the 19th European Conference on Genetic Programming, volume 9594, pages 3-18, Porto, Portugal, 2016. Springer Verlag. details

  5. Roisin Loughran and James McDermott and Michael O'Neill. Grammatical Evolution with Zipf's Law Based Fitness for Melodic Composition. In Joseph Timoney editor, SMC 2015 The 12th Sound and Music Computing Conference, Maynooth, Ireland, 2015. details

  6. Roisin Loughran and James McDermott and Michael O'Neill. Tonality Driven Piano Compositions with Grammatical Evolution. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 2168-2175, Sendai, Japan, 2015. IEEE Press. details

  7. James McDermott and Alexandros Agapitos and Anthony Brabazon and Michael O'Neill. Geometric Semantic Genetic Programming for Financial Data. In Anna Isabel Esparcia-Alcazar and Antonio Miguel Mora editors, 17th European Conference on the Applications of Evolutionary Computation, volume 8602, pages 215-226, Granada, 2014. Springer. details

  8. James McDermott. Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 100-111, Granada, Spain, 2014. Springer. details

  9. Alexandros Agapitos and James McDermott and Michael O'Neill and Ahmed Kattan and Anthony Brabazon. Higher Order Functions for Kernel Regression. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 1-12, Granada, Spain, 2014. Springer. details

  10. Alberto Moraglio and James McDermott and Michael O'Neill. Geometric Semantic Grammatical Evolution. In Colin Johnson and Krzysztof Krawiec and Alberto Moraglio and Michael O'Neill editors, Semantic Methods in Genetic Programming, Ljubljana, Slovenia, 2014. Workshop at Parallel Problem Solving from Nature 2014 conference. details

  11. James McDermott and Paula Carroll. Program Optimisation with Dependency Injection. 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 133-144, Vienna, Austria, 2013. Springer Verlag. details

  12. Pedro Fazenda and James McDermott and Una-May O'Reilly. A Library to Run Evolutionary Algorithms in the Cloud using MapReduce. In Cecilia Di Chio and Alexandros Agapitos and Stefano Cagnoni and Carlos Cotta and F. Fernandez de Vega and Gianni A. Di Caro and Rolf Drechsler and Aniko Ekart and Anna I Esparcia-Alcazar and Muddassar Farooq and William B. Langdon and Juan J. Merelo and Mike Preuss and Hendrik Richter and Sara Silva and Anabela Simoes and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Julian Togelius and Neil Urquhart and A. Sima Uyar and Georgios N. Yannakakis editors, Applications of Evolutionary Computing, EvoApplications2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, EvoSTOC, volume 7248, pages 416-425, Malaga, Spain, 2012. Springer Verlag. details

  13. James McDermott and David R. White and Sean Luke and Luca Manzoni and Mauro Castelli and Leonardo Vanneschi and Wojciech Jaskowski and Krzysztof Krawiec and Robin Harper and Kenneth De Jong and Una-May O'Reilly. Genetic programming needs better benchmarks. 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 791-798, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  14. James McDermott. Graph Grammars as a Representation for Interactive Evolutionary 3D 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 199-210, Malaga, Spain, 2012. Springer Verlag. details

  15. Roisin Loughran and Jacqueline Walker and Michael O'Neill and James McDermott. Genetic Programming for Musical Sound Analysis. 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 176-186, Malaga, Spain, 2012. Springer Verlag. details

  16. 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

  17. Edgar Galvan and Leonardo Trujillo and James McDermott and Ahmed Kattan. Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty. In Oliver Schuetze and Carlos A. Coello Coello and Alexandru-Adrian Tantar and Emilia Tantar and Pascal Bouvry and Pierre Del Moral and Pierrick Legrand editors, EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II, volume 175, pages 41-56, Mexico City, Mexico, 2012. Springer. details

  18. Dylan Sherry and Kalyan Veeramachaneni and James McDermott and Una-May O'Reilly. Flex-GP: Genetic Programming on the Cloud. In Cecilia Di Chio and Alexandros Agapitos and Stefano Cagnoni and Carlos Cotta and F. Fernandez de Vega and Gianni A. Di Caro and Rolf Drechsler and Aniko Ekart and Anna I Esparcia-Alcazar and Muddassar Farooq and William B. Langdon and Juan J. Merelo and Mike Preuss and Hendrik Richter and Sara Silva and Anabela Simoes and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Julian Togelius and Neil Urquhart and A. Sima Uyar and Georgios N. Yannakakis editors, Applications of Evolutionary Computing, EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, EvoSTOC, volume 7248, pages 477-486, Malaga, Spain, 2011. Springer Verlag. details

  19. James McDermott and Una-May O'Reilly and Leonardo Vanneschi and Kalyan Veeramachaneni. How Far Is It From Here to There? A Distance that is Coherent with GP Operators. 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 190-202, Turin, Italy, 2011. Springer Verlag. details

  20. 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

  21. James McDermott and Una-May O'Reilly. An executable graph representation for evolutionary generative music. 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 403-410, Dublin, Ireland, 2011. ACM. details

  22. Jianhua Shao and James McDermott and Michael O'Neill and Anthony Brabazon. Jive: a Generative, Interactive, Virtual, Evolutionary Music System. In Cecilia Di Chio and Anthony Brabazon and Gianni A. Di Caro and Marc Ebner and Muddassar Farooq and Andreas Fink and Jorn Grahl and Gary Greenfield and Penousal Machado and Michael O'Neill and Ernesto Tarantino and Neil Urquhart editors, EvoMUSART, volume 6025, pages 341-350, Istanbul, 2010. Springer. details

  23. James McDermott and Michael O'Neill and Anthony Brabazon. Interactive Interpolating Crossover in Grammatical Evolution. In 2010 IEEE World Congress on Computational Intelligence, pages 3018-3025, Barcelona, Spain, 2010. IEEE Press. details

  24. James McDermott and Edgar Galvan-Lopez and Michael O'Neill. A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes. In Robert Schaefer and Carlos Cotta and Joanna Kolodziej and Guenter Rudolph editors, PPSN 2010 11th International Conference on Parallel Problem Solving From Nature, volume 6238, pages 164-173, Krakow, Poland, 2010. Springer. details

  25. James McDermott and Jonathan Byrne and John Mark Swafford and Michael O'Neill and Anthony Brabazon. Higher-Order Functions in Aesthetic EC Encodings. In 2010 IEEE World Congress on Computational Intelligence, pages 2816-2823, Barcelona, Spain, 2010. IEEE Press. details

  26. Edgar Galvan-Lopez and James McDermott and Michael O'Neill and Anthony Brabazon. Defining Locality in Genetic Programming to Predict Performance. In 2010 IEEE World Congress on Computational Intelligence, pages 1828-1835, Barcelona, Spain, 2010. IEEE Press. details

  27. Jonathan Byrne and James McDermott and Edgar Galvan-Lopez and Michael O'Neill. Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design. In 2010 IEEE World Congress on Computational Intelligence, pages 2919-2925, Barcelona, Spain, 2010. IEEE Press. details

  28. Edgar Galvan-Lopez and James McDermott and Michael O'Neill and Anthony Brabazon. Towards an understanding of locality in genetic programming. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 901-908, Portland, Oregon, USA, 2010. ACM. details

  29. Jonathan Byrne and James McDermott and Michael O'Neill and Anthony Brabazon. An Analysis of the Behaviour of Mutation in Grammatical Evolution. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 14-25, Istanbul, 2010. Springer. details

  30. John Reddin and James McDermott and Michael O'Neill. Elevated Pitch: Automated Grammatical Evolution of Short Compositions. In Mario Giacobini and Ivanoe De Falco and Marc Ebner editors, Applications of Evolutionary Computing, EvoWorkshops2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoPhD, EvoSTOC, EvoTRANSLOG, volume 5484, pages 579-584, Tubingen, Germany, 2009. Springer Verlag. details

  31. Michael O'Neill and John Mark Swafford and James McDermott and Jonathan Byrne and Anthony Brabazon and Elizabeth Shotton and Ciaran McNally and Martin Hemberg. Shape grammars and grammatical evolution for evolutionary design. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1035-1042, Montreal, 2009. ACM. details

Genetic Programming book chapters by James McDermott

Genetic Programming technical reports by James McDermott

Genetic Programming other entries for James McDermott