Genetic Programming Bibliography entries for Nicholas Freitag McPhee

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GP coauthors/coeditors: Ellery Fussell Crane, Thomas Helmuth, Lee Spector, Saul Shanabrook, Edward R Pantridge, Erik Hemberg, Michael O'Neill, Anthony Brabazon, Justin Darwin Miller, Nicholas J Hopper, Mitchell L Reierson, Riccardo Poli, Jonathan E Rowe, Alex Jarvis, Brian Ohs, Tyler Hutchison, Sara E Lahr, David Donatucci, M Kirbie Dramdahl, Mitchell Finzel, Maggie M Casale, William B Langdon, Erik Rauer, Richard Lussier, Alden H Wright, John Koza, Leonardo Vanneschi, Mario Graff Guerrero, Luca Citi, Julian Oks, David M Clark, Ian Lindsay, Bradford Barr, Jon Klein,

Genetic Programming Articles by Nicholas Freitag McPhee

  1. Nicholas Freitag McPhee and William B. Langdon. GP+EM 20 Anniversary Editorial. Genetic Programming and Evolvable Machines, 21(1-2):3-9, 2020. Guest Editorial. details

  2. Riccardo Poli and Leonardo Vanneschi and William B. Langdon and Nicholas Freitag McPhee. Theoretical Results in Genetic Programming: The next ten years?. Genetic Programming and Evolvable Machines, 11(3/4):285-320, 2010. Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines. details

  3. Riccardo Poli and Nicholas Freitag McPhee and Luca Citi and Ellery Crane. Memory with Memory in Genetic Programming. Journal of Artificial Evolution and Applications, 2009. Article ID 570606. details

  4. Riccardo Poli and Nicholas Freitag McPhee and Jonathan E. Rowe. Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover. Genetic Programming and Evolvable Machines, 5(1):31-70, 2004. details

  5. Riccardo Poli and Nicholas Freitag McPhee. General Schema theory for genetic programming with subtree-swapping crossover: Part II. Evolutionary Computation, 11(2):169-206, 2003. details

  6. Riccardo Poli and Nicholas Freitag McPhee. General Schema theory for genetic programming with subtree-swapping crossover: Part I. Evolutionary Computation, 11(1):53-66, 2003. details

Genetic Programming Books by Nicholas Freitag McPhee

Genetic Programming conference papers by Nicholas Freitag McPhee

  1. Nicholas Freitag McPhee and Richard Lussier. The Impact of Step Limits on Generalization and Stability in Software Synthesis. In Stephan Winkler and Leonardo Trujillo and Charles Ofria and Ting Hu editors, Genetic Programming Theory and Practice XX, pages 87-104, Michigan State University, USA, 2023. Springer. details

  2. Lee Spector and Nicholas Freitag McPhee and Lee Spector and David M. Clark and Ian Lindsay and Bradford Barr and Jon Klein. Push: genetic programming for finite algebras. In Richard Allmendinger and Carlos Cotta and Carola Doerr and Pietro S. Oliveto and Thomas Weise and Ales Zamuda and Anne Auger and Dimo Brockhoff and Nikolaus Hansen and Tea Tusar and Konstantinos Varelas and David Camacho-Fernandez and Massimiliano Vasile and Annalisa Riccardi and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Ozgur Akman and Khulood Alyahya and Juergen Branke and Jonathan Fieldsend and Tinkle Chugh and Jussi Hakanen and Josu Ceberio Uribe and Valentino Santucci and Marco Baioletti and John McCall and Emma Hart and Daniel R. Tauritz and John R. Woodward and Koichi Nakayama and Chika Oshima and Stefan Wagner and Michael Affenzeller and Eneko Osaba and Javier Del Ser and Pascal Kerschke and Boris Naujoks and Vanessa Volz and Anna I Esparcia-Alcazar and Riyad Alshammari and Erik Hemberg and Tokunbo Makanju and Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Walker and Matt Johns and Nick Ross and Ed Keedwell and Masaya Nakata and Anthony Stein and Takato Tatsumi and Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Stephen Smith and Stefano Cagnoni and Robert M. Patton and William La Cava and Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Marcus Gallagher and Mike Preuss and Olivier Teytaud and Fernando Lezama and Joao Soares and Zita Vale editors, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1175-1196, Prague, Czech Republic, 2019. ACM. Tutorial. details

  3. Lee Spector and Nicholas Freitag McPhee. Expressive genetic programming: concepts and applications. In Carlos Cotta and Tapabrata Ray and Hisao Ishibuchi and Shigeru Obayashi and Bogdan Filipic and Thomas Bartz-Beielstein and Grant Dick and Masaharu Munetomo and Silvino Fernandez Alzueta and Thomas Stuetzle and Pablo Valledor Pellicer and Manuel Lopez-Ibanez and Daniel R. Tauritz and Pietro S. Oliveto and Thomas Weise and Borys Wrobel and Ales Zamuda and Anne Auger and Julien Bect and Dimo Brockhoff and Nikolaus Hansen and Rodolphe Le Riche and Victor Picheny and Bilel Derbel and Ke Li and Hui Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Stephane Doncieux and Richard Duro and Joshua Auerbach and Harold de Vladar and Antonio J. Fernandez-Leiva and JJ Merelo and Pedro A. Castillo-Valdivieso and David Camacho-Fernandez and Francisco Chavez de la O and Ozgur Akman and Khulood Alyahya and Juergen Branke and Kevin Doherty and Jonathan Fieldsend and Giuseppe Carlo Marano and Nikos D. Lagaros and Koichi Nakayama and Chika Oshima and Stefan Wagner and Michael Affenzeller and Boris Naujoks and Vanessa Volz and Tea Tusar and Pascal Kerschke and Riyad Alshammari and Tokunbo Makanju and Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and John R. Woodward and Shin Yoo and John McCall and Nayat Sanchez-Pi and Luis Marti and Danilo Vasconcellos and Masaya Nakata and Anthony Stein and Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and William La Cava and Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino and Umberto Scafuri and P. G. M. Baltus and Giovanni Iacca and Ahmed Hallawa and Anil Yaman and Alma Rahat and Handing Wang and Yaochu Jin and David Walker and Richard Everson and Akira Oyama and Koji Shimoyama and Hemant Kumar and Kazuhisa Chiba and Pramudita Satria Palar editors, GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 977-997, Kyoto, Japan, 2018. ACM. details

  4. Lee Spector and Nicholas Freitag McPhee. Expressive Genetic Programming: Concepts and Applications. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 852-871, Berlin, Germany, 2017. ACM. details

  5. Edward Pantridge and Thomas Helmuth and Nicholas Freitag McPhee and Lee Spector. On the Difficulty of Benchmarking Inductive Program Synthesis Methods. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1589-1596, Berlin, Germany, 2017. ACM. details

  6. Nicholas Freitag McPhee and Thomas Helmuth and Lee Spector. Using Algorithm Configuration Tools to Optimize Genetic Programming Parameters: A Case Study. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 243-244, Berlin, Germany, 2017. ACM. details

  7. Nicholas Freitag McPhee and Maggie M. Casale and Mitchell Finzel and Thomas Helmuth and Lee Spector. Visualizing Genetic Programming Ancestries Using Graph Databases. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 245-246, Berlin, Germany, 2017. ACM. details

  8. Thomas Helmuth and Nicholas Freitag McPhee and Edward Pantridge and Lee Spector. Improving Generalization of Evolved Programs Through Automatic Simplification. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 937-944, Berlin, Germany, 2017. ACM. details

  9. Lee Spector and Nicholas Freitag McPhee and Thomas Helmuth and Maggie M. Casale and Julian Oks. Evolution Evolves with Autoconstruction. 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 1349-1356, Denver, Colorado, USA, 2016. ACM. details

  10. Lee Spector and Nicholas Freitag McPhee. Expressive Genetic Programming: Concepts and Applications. In GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 589-608, Denver, Colorado, USA, 2016. ACM. details

  11. Nicholas Freitag McPhee and Mitchell D. Finzel and Maggie M. Casale and Thomas Helmuth and Lee Spector. A detailed analysis of a PushGP run. In Rick Riolo and Bill Worzel and Brian Goldman and Bill Tozier editors, Genetic Programming Theory and Practice XIV, pages 65-83, Ann Arbor, USA, 2016. Springer. details

  12. Nicholas Freitag McPhee and Maggie M. Casale and Mitchell Finzel and Thomas Helmuth and Lee Spector. Visualizing Genetic Programming Ancestries. In GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 1419-1426, Denver, Colorado, USA, 2016. ACM. details

  13. Thomas Helmuth and Lee Spector and Nicholas Freitag McPhee and Saul Shanabrook. Linear Genomes for Structured Programs. In Rick Riolo and Bill Worzel and Brian Goldman and Bill Tozier editors, Genetic Programming Theory and Practice XIV, pages 85-100, Ann Arbor, USA, 2016. Springer. details

  14. Thomas Helmuth and Nicholas Freitag McPhee and Lee Spector. Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance. 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 983-990, Denver, Colorado, USA, 2016. ACM. details

  15. Thomas Helmuth and Nicholas Freitag McPhee and Lee Spector. The Impact of Hyperselection on Lexicase Selection. In Tobias Friedrich editor, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 717-724, Denver, USA, 2016. ACM. Nominated for best paper. details

  16. Nicholas Freitag McPhee and David Donatucci and Thomas Helmuth. Using Graph Databases to Explore Genetic Programming Run Dynamics. In Rick Riolo and William P. Worzel and M. Kotanchek and A. Kordon editors, Genetic Programming Theory and Practice XIII, pages 185-201, Ann Arbor, USA, 2015. Springer. details

  17. Nicholas Freitag McPhee and M. Kirbie Dramdahl and David Donatucci. Impact of Crossover Bias in Genetic Programming. 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 1079-1086, Madrid, Spain, 2015. ACM. details

  18. Thomas Helmuth and Nicholas Freitag McPhee and Lee Spector. Lexicase Selection For Program Synthesis: A Diversity Analysis. In Rick Riolo and William P. Worzel and M. Kotanchek and A. Kordon editors, Genetic Programming Theory and Practice XIII, pages 151-167, Ann Arbor, USA, 2015. Springer. details

  19. Riccardo Poli and Mario Graff and Nicholas Freitag McPhee. Free lunches for function and program induction. In FOGA '09: Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms, pages 183-194, Orlando, Florida, USA, 2009. ACM. details

  20. Nicholas Freitag McPhee and Ellery Fussell Crane and Sara E. Lahr and Riccardo Poli. Developmental plasticity in linear genetic programming. 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 1019-1026, Montreal, 2009. ACM. Nominated for best paper award in the GP track. details

  21. Riccardo Poli and Nicholas McPhee and Luca Citi and Ellery Crane. Memory with Memory in Tree-based 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 25-36, Tuebingen, 2009. Springer. details

  22. Riccardo Poli and Nicholas Freitag McPhee. A Linear Estimation-of-Distribution GP System. 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 206-217, Naples, 2008. Springer. details

  23. Nicholas Freitag McPhee and Brian Ohs and Tyler Hutchison. Semantic Building Blocks in Genetic Programming. 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 134-145, Naples, 2008. Springer. details

  24. Riccardo Poli and Nicholas McPhee. Parsimony Pressure Made Easy. 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 1267-1274, Atlanta, GA, USA, 2008. ACM. details

  25. Riccardo Poli and Nicholas F. McPhee and Leonardo Vanneschi. The impact of population size on code growth in GP: analysis and empirical validation. 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 1275-1282, Atlanta, GA, USA, 2008. ACM. details

  26. Riccardo Poli and Nicholas Freitag McPhee and Leonardo Vanneschi. Elitism reduces bloat in 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 1343-1344, Atlanta, GA, USA, 2008. ACM. details

  27. Nicholas F. McPhee and Riccardo Poli. Memory with memory: Soft assignment in 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 1235-1242, Atlanta, GA, USA, 2008. ACM. 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. R. Poli and A. H. Wright and N. F. McPhee and W. B. Langdon. Emergent Behaviour, Population-based Search and Low-pass Filtering. In 2006 IEEE World Congress on Computational Intelligence, 2006 IEEE Congress on Evolutionary Computation, pages 395-402, Vancouver, 2006. details

  30. Nicholas Freitag McPhee and Alex Jarvis and Ellery Fussell Crane. On the Strength of Size Limits in Linear Genetic Programming. 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 593-604, Seattle, WA, USA, 2004. Springer-Verlag. details

  31. Nicholas Freitag McPhee and Riccardo Poli. Using Schema Theory To Explore Interactions Of Multiple Operators. In W. B. Langdon and E. Cant\'u-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska editors, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, pages 853-860, New York, 2002. Morgan Kaufmann Publishers. details

  32. Jonathan E. Rowe and Nicholas Freitag McPhee. The effects of crossover and mutation operators on variable length linear structures. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 535-542, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  33. Riccardo Poli and Nicholas Freitag McPhee. Exact Schema Theory for GP and Variable-length GAs with Homologous Crossover. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 104-111, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  34. Riccardo Poli and Nicholas Freitag McPhee. Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and their Application to the Study of the Evolution of Size. In Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon editors, Genetic Programming, Proceedings of EuroGP'2001, volume 2038, pages 126-142, Lake Como, Italy, 2001. Springer-Verlag. details

  35. Riccardo Poli and Jonathan E. Rowe and Nicholas Freitag McPhee. Markov Chain Models for GP and Variable-length GAs with Homologous Crossover. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 112-119, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  36. Riccardo Poli and Nicholas F. McPhee. Exact GP Schema Theory for Headless Chicken Crossover and Subtree Mutation. In Proceedings of the 2001 Congress on Evolutionary Computation CEC2001, pages 1062-1069, COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, 2001. IEEE Press. details

  37. Nicholas Freitag McPhee and Riccardo Poli and Jonathan E. Rowe. A Schema Theory Analysis of Mutation Size Biases in Genetic Programming with Linear Representations. In Proceedings of the 2001 Congress on Evolutionary Computation CEC2001, pages 1078-1085, COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, 2001. IEEE Press. details

  38. Nicholas Freitag McPhee and Riccardo Poli. A schema theory analysis of the evolution of size in genetic programming with linear representations. In Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon editors, Genetic Programming, Proceedings of EuroGP'2001, volume 2038, pages 108-125, Lake Como, Italy, 2001. Springer-Verlag. details

  39. Nicholas Freitag McPhee and Nicholas J. Hopper. AppGP: An Alternative Structural Representation for GP. In Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala editors, Proceedings of the Congress on Evolutionary Computation, volume 2, pages 1377-1383, Mayflower Hotel, Washington D.C., USA, 1999. IEEE Press. details

  40. Nicholas Freitag McPhee and Nicholas J. Hopper. Analysis of genetic diversity through population history. In Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1112-1120, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  41. Nicholas Freitag McPhee and Nicholas J. Hopper and Mitchell L. Reierson. Sutherland: An extensible object-oriented software framework for evolutionary computation. In John R. Koza and Wolfgang Banzhaf and Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max H. Garzon and David E. Goldberg and Hitoshi Iba and Rick Riolo editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, page 241, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  42. Nicholas Freitag McPhee and Nicholas J. Hopper and Mitchell L. Reierson. Impact of types on essentially typeless problems in GP. In John R. Koza and Wolfgang Banzhaf and Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max H. Garzon and David E. Goldberg and Hitoshi Iba and Rick Riolo editors, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 232-240, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  43. Nicholas Freitag McPhee and Justin Darwin Miller. Accurate Replication in Genetic Programming. In Larry J. Eshelman editor, Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95), pages 303-309, Pittsburgh, PA, USA, 1995. Morgan Kaufmann. details

Genetic Programming book chapters by Nicholas Freitag McPhee

  1. Riccardo Poli and Nicholas Freitag McPhee. Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP. In Yossi Borenstein and Alberto Moraglio editors, Theory and Principled Methods for the Design of Metaheuristics, pages 181-204. Springer, 2013. details

  2. Nic McPhee. Foreword. In Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva editors, Genetic Programming Theory and Practice VIII, volume 8 of Genetic and Evolutionary Computation, pages xii-xvi. Springer, Ann Arbor, USA, 2010. details

  3. William B. Langdon and Riccardo Poli and Nicholas F. McPhee and John R. Koza. Genetic Programming: An Introduction and Tutorial, with a Survey of techniques and Applications. In John Fulcher and Lakhmi C. Jain editors, Computational Intelligence: A Compendium, volume 115 of Studies in Computational Intelligence (SCI), chapter 22, pages 927-1028. Springer-Verlag, 2008. details

  4. Riccardo Poli and Nicholas F. McPhee and Leonardo Vanneschi. Analysis of the Effects of Elitism on Bloat in Linear and Tree-based Genetic Programming. In Rick L. Riolo and Terence Soule and Bill Worzel editors, Genetic Programming Theory and Practice VI, chapter 7, pages 91-111. Springer, Ann Arbor, 2008. details

  5. Ellery Fussell Crane and Nicholas Freitag McPhee. The effects of size and depth limits on tree based genetic programming. In Tina Yu and Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice III, volume 9 of Genetic Programming, chapter 15, pages 223-240. Springer, Ann Arbor, 2005. details

Genetic Programming technical reports by Nicholas Freitag McPhee

  1. Riccardo Poli and Nicholas F. McPhee. Covariant Parsimony Pressure for Genetic Programming. Technical report, CES-480, Department of Computing and Electronic Systems, University of Essex, UK, 2008. details

  2. R. Poli and N. F. McPhee. A Linear Estimation-of-Distribution GP System. Technical report, CES-479, Department of Computing and Electronic Systems, University of Essex, UK, 2008. details

  3. Nicholas Freitag McPhee and Brian Ohs and Tyler Hutchison. Semantic Building Blocks in Genetic Programming. Working Paper Series , Volume 3 Number 2, University of Minnesota Morris, 600 East 4th Street, Morris, MN 56267, USA, 2007. details

  4. Riccardo Poli and William B. Langdon and Nicholas F. McPhee and John R. Koza. Genetic Programming An Introductory Tutorial and a Survey of Techniques and Applications. Technical report, CES-475, Department of Computing and Electronic Systems, University of Essex, UK, 2007. details

  5. Riccardo Poli and Alden H. Wright and Nicholas F. McPhee and William B. Langdon. Emergent Behaviour, Population-based Search and Low-pass Filtering. Technical Report , CSM-446, Department of Computer Science, University of Essex, 2006. details

  6. Nicholas Freitag McPhee and Riccardo Poli. Using schema theory to explore interactions of multiple operators. Technical report, CSM-365, Department of Computer Science, University of Essex, Colchester, UK, 2002. details

  7. Jon E Rowe and Nicholas F McPhee. The effects of crossover and mutation operators on variable length linear structures. Technical report, CSRP-01-7, University of Birmingham, School of Computer Science, 2001. details

  8. Riccardo Poli and Jon E Rowe and Nicholas F McPhee. Markov Models for GP and Variable-length GAs with Homologous Crossover. Technical report, CSRP-01-6, University of Birmingham, School of Computer Science, 2001. details

  9. Riccardo Poli and Nicholas Freitag McPhee. Exact GP Schema Theory for Headless Chicken Crossover and Subtree Mutation. Technical report, CSRP-00-23, University of Birmingham, School of Computer Science, 2000. details

  10. Riccardo Poli and Nicholas Freitag McPhee. Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and their Application to the Study of the Evolution of Size. Technical report, CSRP-00-14, University of Birmingham, School of Computer Science, 2000. details

  11. Nicholas Freitag McPhee and Riccardo Poli and Jon E Rowe. A schema theory analysis of mutation size biases in genetic programming with linear representations. Technical report, CSRP-00-24, University of Birmingham, School of Computer Science, 2000. details

  12. Nicholas Freitag McPhee and Riccardo Poli. A schema theory analysis of the evolution of size in genetic programming with linear representations. Technical report, CSRP-00-22, University of Birmingham, School of Computer Science, 2000. details

Genetic Programming other entries for Nicholas Freitag McPhee