Genetic Programming Bibliography entries for Nicholas Freitag McPhee

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GP coauthors/coeditors: Ellery Fussell Crane, 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, Alden H Wright, William B Langdon, John Koza, Leonardo Vanneschi, Mario Graff Guerrero, Luca Citi,

Genetic Programming Articles by Nicholas Freitag McPhee

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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. 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

  2. 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

  3. 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

  4. 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, volume 4971, pages 134-145, Naples, 2008. Springer. details

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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. 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

  2. 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

  3. 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

  4. 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. R. Poli and N. 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