Genetic Programming Bibliography entries for Malcolm Heywood

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GP coauthors/coeditors: Riyad Alshammari, Peter Lichodzijewski, Nur Zincir-Heywood, Aaron Atwater, J P C Bonson, Andrew R McIntyre, Robert Curry, John Doucette, Olivia Lucca Fraser, John T Jacobs, Ashley George, Fariba Haddadi, Hilmi Gunes Kayacik, Dylan Runkel, James McDermott, Mauro Castelli, Ernesto Costa, Christian Igel, Dirk V Arnold, Christian Gagne, Elena Popovici, Anne Auger, Jaume Bacardit, Dimo Brockhoff, Stefano Cagnoni, Kalyanmoy Deb, Benjamin Doerr, James A Foster, Tobias Glasmachers, Emma Hart, Hitoshi Iba, Christian Jacob, Thomas Jansen, Yaochu Jin, Marouane Kessentini, Joshua D Knowles, William B Langdon, Pedro Larranaga, Sean Luke, Gabriel Luque, John A W McCall, Marco A Montes de Oca, Alison A Motsinger, Yew-Soon Ong, Michael E Palmer, Konstantinos E Parsopoulos, Gunther R Raidl, Sebastian Risi, Guenther Ruhe, Tom Schaul, Thomas Schmickl, Bernhard Sendhoff, Kenneth O Stanley, Thomas Stuetzle, Dirk Thierens, Julian Togelius, Carsten Witt, Christine Zarges, Stefan Burschka, Stephen Kelly, Sara Khanchi, Tim J Klassen, Krzysztof Krawiec, Patrick LaRoche, Michal Lemczyk, Alexander Loginov, Garnett Carl Wilson, Xiao Luo, Penousal Machado, Pablo Garcia-Sanchez, Paolo Burelli, Kevin Sim, Miguel Nicolau, Juan Julian Merelo, Victor M Rivas Santos, Sara Rahimi, Robert J Smith, Dong Song, M David Terrio, Jazz Alyxzander Turner-Baggs, Ali Vahdat, Jillian Morgan,

Genetic Programming Articles by Malcolm Heywood

  1. Malcolm I. Heywood. Evolutionary model building under streaming data for classification tasks: opportunities and challenges. Genetic Programming and Evolvable Machines, 16(3):283-326, 2015. details

  2. John A. Doucette and Andrew R. McIntyre and Peter Lichodzijewski and Malcolm I. Heywood. Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces. Genetic Programming and Evolvable Machines, 13(1):71-101, 2012. Special Section on Evolutionary Algorithms for Data Mining. details

  3. Andrew R. McIntyre and Malcolm I. Heywood. Classification as Clustering: A Pareto Cooperative-Competitive GP Approach. Evolutionary Computation, 19(1):137-166, 2011. details

  4. Hilmi Gunes Kayacik and A. Nur Zincir-Heywood and Malcolm I. Heywood. Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing. Evolutionary Intelligence, 4(4):243-266, 2011. details

  5. Hilmi Gunes Kayacik and A. Nur Zincir-Heywood and Malcolm I. Heywood. Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race. Applied Soft Computing, 11(7):4366-4383, 2011. details

  6. Peter Lichodzijewski and Malcolm I. Heywood. Coevolutionary bid-based genetic programming for problem decomposition in classification. Genetic Programming and Evolvable Machines, 9(4):331-365, 2008. details

  7. Robert Curry and Peter Lichodzijewski and Malcolm I. Heywood. Scaling Genetic Programming to Large Datasets Using Hierarchical Dynamic Subset Selection. IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics, 37(4):1065-1073, 2007. details

  8. Garnett Wilson and Malcolm Heywood. Introducing probabilistic adaptive mapping developmental genetic programming with redundant mappings. Genetic Programming and Evolvable Machines, 8(2):187-220, 2007. Special issue on developmental systems. details

  9. Dong Song and Malcolm I. Heywood and A. Nur Zincir-Heywood. Training genetic programming on half a million patterns: an example from anomaly detection. IEEE Transactions on Evolutionary Computation, 9(3):225-239, 2005. details

  10. G. C. Wilson and A. McIntyre and M. I. Heywood. Resource Review: Three Open Source Systems for Evolving Programs--Lilgp, ECJ and Grammatical Evolution. Genetic Programming and Evolvable Machines, 5(1):103-105, 2004. details

  11. M. I. Heywood and A. N. Zincir-Heywood. Dynamic Page Based Crossover in Linear Genetic Programming. IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics, 32(3):380-388, 2002. details

  12. Garnett Wilson and Malcolm Heywood. Crossover context in page-based linear genetic programming. Canadian Journal of Electrical and Computer Engineering, 27(3):113-116, 2002. details

Genetic Programming Conference proceedings edited by Malcolm Heywood

  1. Malcolm I. Heywood and James McDermott and Mauro Castelli and Ernesto Costa editors, Proceedings of the 19th European Conference on Genetic Programming, EuroGP 2015. Volume 9594 of LNCS, Porto, Portugal, Springer Verlag, 2016. details

  2. Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim editors, Proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015. Volume 9025 of LNCS, Copenhagen, Springer Verlag, 2015. details

  3. 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, Proceedings of the 17th European Conference on Genetic Programming, EuroGP 2014. Volume 8599 of LNCS, Granada, Spain, Springer Verlag, 2014. details

  4. Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. Montes de Oca and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges editors, GECCO '14: Proceedings of the 2014 conference on Genetic and evolutionary computation. Vancouver, BC, Canada, 2014. details

Genetic Programming conference papers by Malcolm Heywood

  1. Robert J. Smith and Malcolm I. Heywood. Coevolving Deep Hierarchies of Programs to Solve Complex Tasks. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 1009-1016, Berlin, Germany, 2017. ACM. details

  2. Stephen Kelly and Malcolm I. Heywood. Multi-task Learning in Atari Video Games with Emergent Tangled Program Graphs. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 195-202, Berlin, Germany, 2017. ACM. details

  3. Stephen Kelly and Malcolm I. Heywood. Emergent Tangled Graph Representations for Atari Game Playing Agents. In Mauro Castelli and James McDermott and Lukas Sekanina editors, EuroGP 2017: Proceedings of the 20th European Conference on Genetic Programming, volume 10196, pages 64-79, Amsterdam, 2017. Springer Verlag. best paper. details

  4. Olivia Lucca Fraser and Nur Zincir-Heywood and Malcolm Heywood and John T. Jacobs. Return-oriented Programme Evolution with ROPER: A Proof of Concept. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1447-1454, Berlin, Germany, 2017. ACM. details

  5. Sara Khanchi and Malcolm Iain Heywood and Nur Zincir-Heywood. On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets. 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 35-50, Porto, Portugal, 2016. Springer Verlag. details

  6. Robert J. Smith and Ayse Nur Zincir-Heywood and Malcolm I. Heywood and John T. Jacobs. Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 1095-1102, Denver, Colorado, USA, 2016. ACM. details

  7. Robert J. Smith and Stephen Kelly and Malcolm Heywood. Discovering Rubik's Cube Subgroups using Coevolutionary GP -- A Five Twist Experiment. In Tobias Friedrich editor, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 789-796, Denver, USA, 2016. ACM. details

  8. Alexander Loginov and Malcolm I. Heywood and Garnett Wilson. Benchmarking a Coevolutionary Streaming Classifier under the Individual Household Electric Power Consumption Dataset. In 2016 International Joint Conference on Neural Networks (IJCNN), pages 2834-2841, Vancouver, 2016. IEEE Press. details

  9. Krzysztof Krawiec and Malcolm Heywood. Solving Complex Problems with Coevolutionary Algorithms. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 687-713, Denver, Colorado, USA, 2016. ACM. tutorial. details

  10. J. P. C. Bonson and A. R. McIntyre and M. I. Heywood. On novelty driven evolution in Poker. In 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016. details

  11. Ali Vahdat and Jillian Morgan and Andrew R. McIntyre and Malcolm I. Heywood and A. Nur Zincir-Heywood. Tapped Delay Lines for GP Streaming Data Classification with Label Budgets. In Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim editors, 18th European Conference on Genetic Programming, volume 9025, pages 126-138, Copenhagen, 2015. Springer. details

  12. Alexander Loginov and Garnett Wilson and Malcolm Heywood. Better Trade Exits for Foreign Exchange Currency Trading using FXGP. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 2510-2517, Sendai, Japan, 2015. IEEE Press. details

  13. Stephen Kelly and Malcolm I. Heywood. Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO '15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1143-1150, Madrid, Spain, 2015. ACM. details

  14. Stephen Kelly and Malcolm I. Heywood. On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task. 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 75-86, Granada, Spain, 2014. Springer. details

  15. Ali Vahdat and Aaron Atwater and Andrew R. McIntyre and Malcolm I. Heywood. On the application of GP to streaming data classification tasks with label budgets. In Jaume Bacardit and Ignacio Arnaldo and Kalyan Veeramachaneni and Una-May O'Reilly editors, GECCO 2014 Workshop on Evolutionary Computation for Big Data and Big Learning, pages 1287-1294, Vancouver, BC, Canada, 2014. ACM. details

  16. Fariba Haddadi and Dylan Runkel and A. Nur Zincir-Heywood and Malcolm I. Heywood. On botnet behaviour analysis using GP and C4.5. In Anna I Esparcia-Alcazar and Frank W. Moore editors, GECCO 2014 Workshop on genetic and evolutionary computation in defense, security and risk management (SecDef), pages 1253-1260, Vancouver, BC, Canada, 2014. ACM. details

  17. Jazz Alyxzander Turner-Baggs and Malcolm I. Heywood. On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality. In Anna I. Esparcia-Alcazar and Antonio Della Cioppa and Ivanoe De Falco and Ernesto Tarantino and Carlos Cotta and Robert Schaefer and Konrad Diwold and Kyrre Glette and Andrea Tettamanzi and Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and Aniko Ekart and Francisco Fernandez de Vega and Sara Silva and Evert Haasdijk and Gusz Eiben and Anabela Simoes and Philipp Rohlfshagen editors, Applications of Evolutionary Computing, EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY, EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR, EvoRISK, EvoROBOT, EvoSTOC, volume 7835, pages 489-498, Vienna, 2013. Springer Verlag. details

  18. Sara Rahimi and Andrew R. McIntyre and Malcolm I. Heywood and Nur Zincir-Heywood. Label free change detection on streaming data with cooperative multi-objective genetic programming. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 159-160, Amsterdam, The Netherlands, 2013. ACM. details

  19. Alexander Loginov and Malcolm I. Heywood. On the Utility of Trading Criteria Based Retraining in Forex Markets. In Anna I. Esparcia-Alcazar and Antonio Della Cioppa and Ivanoe De Falco and Ernesto Tarantino and Carlos Cotta and Robert Schaefer and Konrad Diwold and Kyrre Glette and Andrea Tettamanzi and Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and Aniko Ekart and Francisco Fernandez de Vega and Sara Silva and Evert Haasdijk and Gusz Eiben and Anabela Simoes and Philipp Rohlfshagen editors, Applications of Evolutionary Computing, EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY, EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR, EvoRISK, EvoROBOT, EvoSTOC, volume 7835, pages 192-202, Vienna, 2013. Springer Verlag. details

  20. Alexander Loginov and Malcolm I. Heywood. On the impact of streaming interface heuristics on GP trading agents: an FX benchmarking study. In Christian Blum and Enrique Alba and Anne Auger and Jaume Bacardit and Josh Bongard and Juergen Branke and Nicolas Bredeche and Dimo Brockhoff and Francisco Chicano and Alan Dorin and Rene Doursat and Aniko Ekart and Tobias Friedrich and Mario Giacobini and Mark Harman and Hitoshi Iba and Christian Igel and Thomas Jansen and Tim Kovacs and Taras Kowaliw and Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and John McCall and Alberto Moraglio and Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and Gustavo Olague and Yew-Soon Ong and Michael E. Palmer and Gisele Lobo Pappa and Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and Daniel Tauritz and Leonardo Vanneschi editors, GECCO '13: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference, pages 1341-1348, Amsterdam, The Netherlands, 2013. ACM. details

  21. Fariba Haddadi and H. Gunes Kayacik and A. Nur Zincir-Heywood and Malcolm I. Heywood. Malicious Automatically Generated Domain Name Detection Using Stateful-SBB. In Anna I. Esparcia-Alcazar and Antonio Della Cioppa and Ivanoe De Falco and Ernesto Tarantino and Carlos Cotta and Robert Schaefer and Konrad Diwold and Kyrre Glette and Andrea Tettamanzi and Alexandros Agapitos and Paolo Burrelli and J. J. Merelo and Stefano Cagnoni and Mengjie Zhang and Neil Urquhart and Kevin Sim and Aniko Ekart and Francisco Fernandez de Vega and Sara Silva and Evert Haasdijk and Gusz Eiben and Anabela Simoes and Philipp Rohlfshagen editors, Applications of Evolutionary Computing, EvoApplications 2013: EvoCOMNET, EvoCOMPLEX, EvoENERGY, EvoFIN, EvoGAMES, EvoIASP, EvoINDUSTRY, EvoNUM, EvoPAR, EvoRISK, EvoROBOT, EvoSTOC, volume 7835, pages 529-539, Vienna, 2013. Springer Verlag. details

  22. Aaron Atwater and Malcolm I. Heywood. Benchmarking Pareto archiving heuristics in the presence of concept drift: diversity versus age. In Christian Blum and Enrique Alba and Anne Auger and Jaume Bacardit and Josh Bongard and Juergen Branke and Nicolas Bredeche and Dimo Brockhoff and Francisco Chicano and Alan Dorin and Rene Doursat and Aniko Ekart and Tobias Friedrich and Mario Giacobini and Mark Harman and Hitoshi Iba and Christian Igel and Thomas Jansen and Tim Kovacs and Taras Kowaliw and Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and John McCall and Alberto Moraglio and Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and Gustavo Olague and Yew-Soon Ong and Michael E. Palmer and Gisele Lobo Pappa and Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and Daniel Tauritz and Leonardo Vanneschi editors, GECCO '13: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference, pages 885-892, Amsterdam, The Netherlands, 2013. ACM. details

  23. Patrick LaRoche and A. Nur Zincir-Heywood and Malcolm I. Heywood. Protocol Discovery and Analysis via Live Interaction. 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 11-20, Malaga, Spain, 2012. Springer Verlag. details

  24. Stephen Kelly and Peter Lichodzijewski and Malcolm I. Heywood. On Run Time Libraries and Hierarchical Symbiosis. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 3278-3285, Brisbane, Australia, 2012. details

  25. Aaron Atwater and Malcolm I. Heywood and Nur Zincir-Heywood. GP under streaming data constraints: a case for pareto archiving?. 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 703-710, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  26. Patrick LaRoche and A. Nur Zincir-Heywood and Malcolm I. Heywood. Exploring the state space of an application protocol: A case study of SMTP. In IEEE Symposium on Computational Intelligence in Cyber Security (CICS 2011), pages 152-159, Paris, 2011. details

  27. John Doucette and Malcolm Heywood. Revisiting the Acrobot `height' task: An example of Efficient Evolutionary Policy Search under an Episodic Goal Seeking Task. In Alice E. Smith editor, Proceedings of the 2011 IEEE Congress on Evolutionary Computation, pages 468-475, New Orleans, USA, 2011. IEEE Press. details

  28. Peter Lichodzijewski and Malcolm I. Heywood. Symbiosis, complexification and simplicity under GP. 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 853-860, Portland, Oregon, USA, 2010. ACM. details

  29. Patrick LaRoche and Nur Zincir-Heywood and Malcolm Heywood. Using Code Bloat to Obfuscate Evolved Network Traffic. 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, EvoCOMNET, volume 6025, pages 101-110, Istanbul, 2010. Springer. details

  30. John Doucette and Malcolm Heywood. Novelty-based Fitness: An Evaluation under the Santa Fe Trail. 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 50-61, Istanbul, 2010. Springer. details

  31. Patrick LaRoche and Nur Zincir-Heywood and Malcolm I. Heywood. Evolving TCP/IP packets: A case study of port scans. In IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2009, pages 1-8, 2009. details

  32. H. Gunes Kayacik and A. Nur Zincir-Heywood and Malcolm I. Heywood and Stefan Burschka. Generating mimicry attacks using genetic programming: A benchmarking study. In IEEE Symposium on Computational Intelligence in Cyber Security, CICS '09, pages 136-143, 2009. details

  33. John Doucette and Peter Lichodzijewski and Malcolm I. Heywood. Benchmarking coevolutionary teaming under classification problems with large attribute spaces. 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 1901-1902, Montreal, 2009. ACM. details

  34. Riyad Alshammari and Peter Lichodzijewski and Malcolm I. Heywood and A. Nur Zincir-Heywood. Classifying SSH encrypted traffic with minimum packet header features using genetic programming. 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 Defense applications of computational intelligence workshop, pages 2539-2546, Montreal, 2009. ACM. details

  35. Robert Curry and Malcolm Heywood. One-Class Genetic Programming. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 1-12, Tuebingen, 2009. Springer. details

  36. Andrew R. McIntyre and Malcolm I. Heywood. Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution. 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 289-300, Naples, 2008. Springer. details

  37. John Doucette and Malcolm I. Heywood. GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation. 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 266-277, Naples, 2008. Springer. details

  38. Peter Lichodzijewski and Malcolm I. Heywood. Managing team-based problem solving with symbiotic bid-based genetic programming. In Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 363-370, Atlanta, GA, USA, 2008. ACM. details

  39. H. Gunes Kayacik and Malcolm Iain Heywood and A. Nur Zincir-Heywood. Evolving Buffer Overflow Attacks with Detector Feedback. In Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. Di Caro and Rolf Drechsler and Muddassar Farooq and Andreas Fink and Evelyne Lutton and Penousal Machado and Stefan Minner and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Hideyuki Takagi and A. Sima Uyar and Shengxiang Yang editors, Applications of Evolutionary Computing, EvoWorkshops2007: EvoCOMNET, EvoFIN, EvoIASP, EvoInteraction, EvoMUSART, EvoSTOC, EvoTransLog, volume 4448, pages 11-20, Valencia, Spain, 2007. Springer Verlag. details

  40. Peter Lichodzijewski and Malcolm I. Heywood. GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions. 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 137-147, Valencia, Spain, 2007. Springer. details

  41. Michal Lemczyk and Malcolm I. Heywood. Training Binary GP Classifiers Efficiently: a Pareto-coevolutionary Approach. 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 229-240, Valencia, Spain, 2007. Springer. details

  42. A. R. McIntyre and M. I. Heywood. Multi-Objective Competitive Coevolution for Efficient GP Classifier Problem Decomposition. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pages 1930-1937, Montreal, 2007. IEEE Press. details

  43. H. Gunes Kayacik and A. Nur Zincir-Heywood and Malcolm I. Heywood. Automatically Evading IDS using GP Authored Attacks. In IEEE Symposium on computational Intelligence in Security and Defense Applications, pages 153-160, Honolulu, 2007. IEEE Press. details

  44. R. Curry and M. I. Heywood. One-Class Learning with Multi-Objective Genetic Programming. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pages 1938-1945, Montreal, 2007. IEEE Press. details

  45. Garnett Wilson and Malcolm Heywood. Learning recursive programs with cooperative coevolution of genetic code mapping and genotype. In Dirk Thierens and Hans-Georg Beyer and Josh Bongard and Jurgen Branke and John Andrew Clark and Dave Cliff and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Tim Kovacs and Sanjeev Kumar and Julian F. Miller and Jason Moore and Frank Neumann and Martin Pelikan and Riccardo Poli and Kumara Sastry and Kenneth Owen Stanley and Thomas Stutzle and Richard A Watson and Ingo Wegener editors, GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation, volume 1, pages 1053-1061, London, 2007. ACM Press. details

  46. Peter Lichodzijewski and Malcolm I. Heywood. Pareto-coevolutionary genetic programming for problem decomposition in multi-class classification. In Dirk Thierens and Hans-Georg Beyer and Josh Bongard and Jurgen Branke and John Andrew Clark and Dave Cliff and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Tim Kovacs and Sanjeev Kumar and Julian F. Miller and Jason Moore and Frank Neumann and Martin Pelikan and Riccardo Poli and Kumara Sastry and Kenneth Owen Stanley and Thomas Stutzle and Richard A Watson and Ingo Wegener editors, GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation, volume 1, pages 464-471, London, 2007. ACM Press. details

  47. Garnett Wilson and Malcolm Heywood. Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach. In Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guervos and L. Darrell Whitley and Xin Yao editors, Parallel Problem Solving from Nature - PPSN IX, volume 4193, pages 751-760, Reykjavik, Iceland, 2006. Springer-Verlag. details

  48. Garnett Carl Wilson and Malcolm Iain Heywood. Probabilistic (Genotype) Adaptive Mapping Combinations for Developmental Genetic Programming. In Gary G. Yen and Simon M. Lucas and Gary Fogel and Graham Kendall and Ralf Salomon and Byoung-Tak Zhang and Carlos A. Coello Coello and Thomas Philip Runarsson editors, Proceedings of the 2006 IEEE Congress on Evolutionary Computation, pages 2498-2505, Vancouver, BC, Canada, 2006. IEEE Press. details

  49. Hilmi Gunes Kayacik and Malcolm Heywood and Nur Zincir-Heywood. On evolving buffer overflow attacks using genetic programming. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 2, pages 1667-1674, Seattle, Washington, USA, 2006. ACM Press. details

  50. Michal Lemczyk and Malcolm Heywood. Pareto-coevolutionary genetic programming classifier. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 945-946, Seattle, Washington, USA, 2006. ACM Press. details

  51. Ashley George and Malcolm I. Heywood. Improving GP classifier generalization using a cluster separation metric. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 939-940, Seattle, Washington, USA, 2006. ACM Press. details

  52. Andrew McIntyre and Malcolm Heywood. MOGE: GP classification problem decomposition using multi-objective optimization. In Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos Coello Coello and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and evolutionary computation, volume 1, pages 863-870, Seattle, Washington, USA, 2006. ACM Press. details

  53. Peter Lichodzijewski and Malcolm I. Heywood and A. Nur Zincir-Heywood. CasGP: Building Cascaded Hierarchical Models Using Niching. In David Corne and Zbigniew Michalewicz and Marco Dorigo and Gusz Eiben and David Fogel and Carlos Fonseca and Garrison Greenwood and Tan Kay Chen and Guenther Raidl and Ali Zalzala and Simon Lucas and Ben Paechter and Jennifier Willies and Juan J. Merelo Guervos and Eugene Eberbach and Bob McKay and Alastair Channon and Ashutosh Tiwari and L. Gwenn Volkert and Dan Ashlock and Marc Schoenauer editors, Proceedings of the 2005 IEEE Congress on Evolutionary Computation, volume 2, pages 1180-1187, Edinburgh, UK, 2005. IEEE Press. details

  54. Garnett Carl Wilson and Malcolm I. Heywood. Context-Based Repeated Sequences in Linear Genetic Programming. In Maarten Keijzer and Andrea Tettamanzi and Pierre Collet and Jano I. van Hemert and Marco Tomassini editors, Proceedings of the 8th European Conference on Genetic Programming, volume 3447, pages 240-249, Lausanne, Switzerland, 2005. Springer. details

  55. A. R. McIntyre and M. I. Heywood. Toward Co-Evolutionary Training of a Multi-Class Classifier. In David Corne and Zbigniew Michalewicz and Marco Dorigo and Gusz Eiben and David Fogel and Carlos Fonseca and Garrison Greenwood and Tan Kay Chen and Guenther Raidl and Ali Zalzala and Simon Lucas and Ben Paechter and Jennifier Willies and Juan J. Merelo Guervos and Eugene Eberbach and Bob McKay and Alastair Channon and Ashutosh Tiwari and L. Gwenn Volkert and Dan Ashlock and Marc Schoenauer editors, Proceedings of the 2005 IEEE Congress on Evolutionary Computation, volume 3, pages 2130-2137, Edinburgh, UK, 2005. IEEE Press. details

  56. Garnett Wilson and Malcolm Heywood. Use of a genetic algorithm in brill's transformation-based part-of-speech tagger. In Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. de Jong and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 2067-2073, Washington DC, USA, 2005. ACM Press. details

  57. Xiao Luo and Malcolm I. Heywood and A. Nur Zincir-Heywood. Evolving recurrent models using linear GP. In Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. de Jong and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1787-1788, Washington DC, USA, 2005. ACM Press. details

  58. H. Gunes Kayacyk and A. Nur Zincir-Heywood and Malcolm Heywood. Evolving Successful Stack Overflow Attacks for Vulnerability Testing. In 21st Annual Computer Security Applications Conference (ACSAC'05), pages 225-234, 2005. IEEE Computer Society. details

  59. Garnett C. Wilson and Malcolm I. Heywood. Search Operator Bias in Linearly Structured Genetic Programming. In Maarten Keijzer editor, Late Breaking Papers at the 2004 Genetic and Evolutionary Computation Conference, Seattle, Washington, USA, 2004. details

  60. D. Song and R. Curry and M. I. Heywood and A. N. Zincir-Heywood. On the Efficient Mining of Network Audit Data using Genetic Programming. In R. Poli and S. Cagnoni and M. Keijzer and E. Costa and F. Pereira and G. Raidl and S. C. Upton and D. Goldberg and H. Lipson and E. de Jong and J. Koza and H. Suzuki and H. Sawai and I. Parmee and M. Pelikan and K. Sastry and D. Thierens and W. Stolzmann and P. L. Lanzi and S. W. Wilson and M. O'Neill and C. Ryan and T. Yu and J. F. Miller and I. Garibay and G. Holifield and A. S. Wu and T. Riopka and M. M. Meysenburg and A. W. Wright and N. Richter and J. H. Moore and M. D. Ritchie and L. Davis and R. Roy and M. Jakiela editors, GECCO 2004 Workshop Proceedings, Seattle, Washington, USA, 2004. details

  61. Peter Lichodzijewski and Nur Zincir-Heywood and Malcolm Heywood. Cascaded GP Models for Data Mining. In Proceedings of the 2004 IEEE Congress on Evolutionary Computation, pages 2258-2264, Portland, Oregon, 2004. IEEE Press. details

  62. Robert Curry and Malcolm I. Heywood. Towards Efficient Training on Large Datasets for Genetic Programming. In Ahmed Y. Tawfik and Scott D. Goodwin editors, 17th Conference of the Canadian Society for Computational Studies of Intelligence, volume 3060, pages 161-174, London, Ontario, Canada, 2004. Springer-Verlag. details

  63. M. David Terrio and Malcolm I. Heywood. On Naive Crossover Biases with Reproduction for Simple Solutions to Classification Problems. In Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103, pages 678-689, Seattle, WA, USA, 2004. Springer-Verlag. details

  64. A. R. McIntyre and M. I. Heywood. On Multi-class Classification by Way of Niching. In Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II, volume 3103, pages 581-592, Seattle, WA, USA, 2004. Springer-Verlag. details

  65. Dong Song and Malcolm I. Heywood and A. Nur Zincir-Heywood. A Linear Genetic Programming Approach to Intrusion Detection. In E. Cant\'u-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller editors, Genetic and Evolutionary Computation -- GECCO-2003, volume 2724, pages 2325-2336, Chicago, 2003. Springer-Verlag. details

  66. A. R. McIntyre and M. I. Heywood. A Grammatical Evolution Multi-Classifier through Crowding. In Bart Rylander editor, Genetic and Evolutionary Computation Conference Late Breaking Papers, pages 219-226, Chicago, USA, 2003. details

  67. G. C. Wilson and M. I. Heywood. Crossover Context in Page-based Linear Genetic Programming. In W. Kinsner and A. Seback and K. Ferens editors, IEEE CCECE 2002: IEEE Canadian Conference on Electrical and Computer Engineering, volume 2, pages 809-814, 2002. IEEE Press. details

  68. M. Terrio and M. I. Heywood. Directing Crossover for Reduction of Bloat in GP. In W. Kinsner and A. Seback and K. Ferens editors, IEEE CCECE 2003: IEEE Canadian Conference on Electrical and Computer Engineering, pages 1111-1115, 2002. IEEE Press. details

  69. Tim J. Klassen and Malcolm I. Heywood. Towards the On-line Recognition of Arabic Characters. In Proceedings of the 2002 International Joint Conference on Neural Networks IJCNN'02, pages 1900-1905, Hilton Hawaiian Village Hotel, Honolulu, Hawaii, 2002. IEEE Press. details

  70. M. I. Heywood and A. N. Zincir-Heywood. Register Based Genetic Programming on FPGA Computing Platforms. In Riccardo Poli and Wolfgang Banzhaf and William B. Langdon and Julian F. Miller and Peter Nordin and Terence C. Fogarty editors, Genetic Programming, Proceedings of EuroGP'2000, volume 1802, pages 44-59, Edinburgh, 2000. Springer-Verlag. details

  71. M. I. Heywood and A. N. Zincir-Heywood. Page-based linear genetic programming. In Systems, Man, and Cybernetics, 2000 IEEE International Conference, volume 5, pages 3823-3828, Nashville, TN, USA, 2000. IEEE Press. details

Genetic Programming book chapters by Malcolm Heywood

  1. Ali Vahdat and Jillian Morgan and Andrew R. McIntyre and Malcolm I. Heywood and Nur Zincir-Heywood. Evolving GP classifiers for streaming data tasks with concept change and label budgets: A benchmark study. In Amir H. Gandomi and Amir H. Alavi and Conor Ryan editors, Handbook of Genetic Programming Applications, chapter 18, pages 451-480. Springer, 2015. details

  2. Peter Lichodzijewski and Malcolm Heywood. The Rubik Cube and GP Temporal Sequence Learning: An Initial Study. In Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva editors, Genetic Programming Theory and Practice VIII, volume 8 of Genetic and Evolutionary Computation, chapter 3, pages 35-54. Springer, Ann Arbor, USA, 2010. details

  3. John Doucette and Peter Lichodzijewski and Malcolm Heywood. Evolving Coevolutionary Classifiers under Large Attribute Spaces. In Rick L. Riolo and Una-May O'Reilly and Trent McConaghy editors, Genetic Programming Theory and Practice VII, chapter 3, pages 37-54. Springer, Ann Arbor, 2009. details

  4. Andrew R. McIntyre and Malcolm I. Heywood. Pareto Cooperative-Competitive Genetic Programming: A Classification Benchmarking Study. In Rick L. Riolo and Terence Soule and Bill Worzel editors, Genetic Programming Theory and Practice VI, chapter 4, pages 43-61. Springer, Ann Arbor, 2008. details