Genetic Programming Bibliography entries for Julian F Miller

up to index Created by W.Langdon from gp-bibliography.bib Revision:1.1944

GP coauthors/coeditors: Wolfgang Banzhaf, Jurgen Branke, Martin Pelikan, Enrique Alba, Dirk V Arnold, Josh C Bongard, Anthony Brabazon, Martin V Butz, Jeff Clune, Myra Cohen, Kalyanmoy Deb, Andries P Engelbrecht, Natalio Krasnogor, Michael O'Neill, Kumara Sastry, Dirk Thierens, Jano I van Hemert, Leonardo Vanneschi, Carsten Witt, Erick Cantu-Paz, James A Foster, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K Standish, Graham Kendall, Stewart W Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A Potter, Alan C Schultz, Kathryn A Dowsland, Natasha Jonoska, Janet Clegg, James Alfred Walker, Anna Esparcia-Alcazar, Ying-ping Chen, Gabriela Ochoa, Ender Ozcan, Marc Schoenauer, Anne Auger, Nikolaus Hansen, Steffen Finck, Raymond Ros, L Darrell Whitley, Garnett Carl Wilson, Simon Harding, William B Langdon, Man Leung Wong, Laurence D Merkle, Frank William Moore, Sevan G Ficici, William Michael Rand, Rick L Riolo, Nawwaf Kharma, William R Buckley, Kenneth O Stanley, Jaume Bacardit, Will N Browne, Jan Drugowitsch, Nicola Beume, Mike Preuss, Stephen L Smith, Stefano Cagnoni, Jim DeLeo, Alexandru Floares, Aaron Baughman, Steven M Gustafson, Maarten Keijzer, Arthur K Kordon, Clare Bates Congdon, A Beatriz Garmendia-Doval, S David Morley, Yoshikazu Hirayama, Tim Clarke, Tatiana Kalganova, Terence C Fogarty, Giuliano Antoniol, Benjamin Doerr, John H Holmes, Gregory S Hornby, Daniel Howard, James Kennedy, Sanjeev Kumar, Fernando G Lobo, Jason H Moore, Frank Neumann, Jordan B Pollack, Adrian Stoica, El-Ghazali Talbi, Ingo Wegener, Gul Muhammad Khan, David M Halliday, Maryam Mahsal Khan, Tuze Kuyucu, Martin A Trefzer, Andrew M Tyrrell, K Mathias, Lawrence David Davis, Riccardo Poli, K Balakrishnan, Vasant Honavar, Guenter Rudolph, Larry Bull, Edmund Burke, Ricky D Ledwith, Heng Liu, Evelyne Lutton, Conor Ryan, Andrea G B Tettamanzi, Peter Thomson, Dominic Job, Vesselin K Vassilev, Marco Tomassini, Pier Luca Lanzi, Morten Hartmann, Keith L Downing, Peter Nordin, Guenther Raidl, Franz Rothlauf, Giovanni Squillero, Rolf Drechsler, Thomas Stuetzle, Mauro Birattari, Martin Middendorf, Christian Blum, Carlos Cotta, Peter A N Bosman, J\"orn Grahl, Joshua Knowles, David W Corne, Tom Lenaerts, Marc Ebner, Massimiliano Di Penta, Thomas Jansen, Joseph A Rothermich, Tom Seaton, Gavin Brown, John A Clark, Dave Cliff, Tim Kovacs, Richard A Watson, Katharina Volk, Stephen Smith, Rachel Cavill, Paul Kaufmann, Marco Platzner, Tina Yu, Song Zhan,

Genetic Programming Articles by Julian F Miller

  1. Gul Muhammad Khan and Julian F. Miller and David M. Halliday. Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture. Evolutionary Computation, 19(3):469-523, 2011. details

  2. Julian F. Miller and Riccardo Poli. Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines. Genetic Programming and Evolvable Machines, 11(3/4):247-250, 2010. Editorial: Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines. details

  3. Simon Harding and Julian F. Miller and Wolfgang Banzhaf. Developments in Cartesian Genetic Programming: self-modifying CGP. Genetic Programming and Evolvable Machines, 11(3/4):397-439, 2010. Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines. details

  4. Song Zhan and Julian F. Miller and Andy M. Tyrrell. An evolutionary system using development and artificial Genetic Regulatory Networks for electronic circuit design. Biosystems, 98(3):176-192, 2009. Evolving Gene Regulatory Networks. details

  5. James Alfred Walker and Katharina Volk and Stephen L. Smith and Julian Francis Miller. Parallel evolution using multi-chromosome cartesian genetic programming. Genetic Programming and Evolvable Machines, 10(4):417-445, 2009. Special issue on parallel and distributed evolutionary algorithms, part I. details

  6. James Alfred Walker and Julian Francis Miller. The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming. IEEE Transactions on Evolutionary Computation, 12(4):397-417, 2008. details

  7. Tina Yu and Julian Francis Miller. Through the Interaction of Neutral and Adaptive Mutations, Evolutionary Search Finds a Way. Artificial Life, 12(4):525-551, 2006. details

  8. Julian F. Miller and Stephen L. Smith. Redundancy and Computational Efficiency in Cartesian Genetic Programming. IEEE Transactions on Evolutionary Computation, 10(2):167-174, 2006. details

  9. Julian F. Miller and Dominic Job and Vesselin K. Vassilev. Principles in the Evolutionary Design of Digital Circuits-Part II. Genetic Programming and Evolvable Machines, 1(3):259-288, 2000. details

  10. Julian F. Miller and Dominic Job and Vesselin K. Vassilev. Principles in the Evolutionary Design of Digital Circuits-Part I. Genetic Programming and Evolvable Machines, 1(1/2):7-35, 2000. details

  11. Vesselin K. Vassilev and Terence C. Fogarty and Julian F. Miller. Information Characteristics and the Structure of Landscapes. Evolutionary Computation, 8(1):31-60, 2000. details

  12. Julian Miller. GP98 Conference Report. EvoNews, 1(8):10, 1998. details

Genetic Programming Books by Julian F Miller

Genetic Programming Conference proceedings edited by Julian F Miller

  1. 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. Portland, OR, USA, ACM, 2010. details

  2. 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. Montreal, ACM, 2009. details

  3. 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 '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. Montreal, Qu\'ebec, Canada, ACM, 2009. details

  4. 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. Atlanta, GA, USA, ACM, 2008. details

  5. 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 2007: Proceedings of the 9th annual conference on Genetic and evolutionary computation. London, UK, ACM Press, 2007. details

  6. Erick Cant\'u-Paz and James A. Foster and Kalyanmoy Deb and Lawrence Davis and Rajkumar Roy and Una-May O'Reilly and Hans-Georg Beyer and Russell K. Standish and Graham Kendall and Stewart W. Wilson and Mark Harman and Joachim Wegener and Dipankar Dasgupta and Mitchell A. Potter and Alan C. Schultz and Kathryn A. Dowsland and Natasha Jonoska and Julian F. Miller editors, Genetic and Evolutionary Computation -- GECCO 2003, Part II. Volume 2724 of Lecture Notes in Computer Science, Springer, 2003. details

  7. Erick Cant\'u-Paz and James A. Foster and Kalyanmoy Deb and Lawrence Davis and Rajkumar Roy and Una-May O'Reilly and Hans-Georg Beyer and Russell K. Standish and Graham Kendall and Stewart W. Wilson and Mark Harman and Joachim Wegener and Dipankar Dasgupta and Mitchell A. Potter and Alan C. Schultz and Kathryn A. Dowsland and Natasha Jonoska and Julian F. Miller editors, Genetic and Evolutionary Computation -- GECCO 2003, Part I. Volume 2723 of Lecture Notes in Computer Science, Chicago, IL, USA, Springer, 2003. details

  8. James A. Foster and Evelyne Lutton and Julian Miller and Conor Ryan and Andrea G. B. Tettamanzi editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002. Volume 2278 of LNCS, Kinsale, Ireland, Springer-Verlag, 2002. details

  9. 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. New York, Morgan Kaufmann Publishers, 2002. details

  10. Julian 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 of LNCS, Lake Como, Italy, Springer-Verlag, 2001. details

  11. 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 of LNCS, Edinburgh, Springer-Verlag, 2000. details

Genetic Programming conference papers by Julian F Miller

  1. Tom Seaton and Julian F. Miller and Tim Clarke. An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 169-180, Malaga, Spain, 2012. Springer Verlag. details

  2. Julian F. Miller and Simon L. Harding. GECCO 2011 tutorial: cartesian genetic programming. In Darrell Whitley editor, GECCO 2011 Tutorials, pages 1261-1284, Dublin, Ireland, 2011. ACM. details

  3. Simon Harding and Julian F. Miller and Wolfgang Banzhaf. SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 197-198, Dublin, Ireland, 2011. ACM. details

  4. Simon Harding and Julian F. Miller and Wolfgang Banzhaf. SMCGP2: self modifying cartesian genetic programming in two dimensions. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 1491-1498, Dublin, Ireland, 2011. ACM. details

  5. Maryam Mahsal Khan and Gul Muhammad Khan and Julian Francis Miller. Evolution of Optimal ANNs for Non-Linear Control Problems using Cartesian Genetic Programming. In Hamid R. Arabnia and David de la Fuente and Elena B. Kozerenko and Jos\'e Angel Olivas and Rui Chang and Peter M. LaMonica and Raymond A. Liuzzi and Ashu M. G. Solo editors, Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010, July 12-15, 2010, Las Vegas Nevada, USA, 2 Volumes, pages 339-346, 2010. CSREA Press. details

  6. Song Zhan and Julian F. Miller and Andy M. Tyrrell. Modular design from gene regulation in a cellular system. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  7. Tom Seaton and Gavin Brown and Julian Miller. Analytic Solutions to Differential Equations under Graph-based Genetic Programming. 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 232-243, Istanbul, 2010. Springer. details

  8. Julian F. Miller and Simon L. Harding. Cartesian genetic programming. In Una-May O'Reilly editor, GECCO 2010 Specialized techniques and applications tutorials, pages 2927-2948, Portland, Oregon, USA, 2010. ACM. details

  9. Ricky D. Ledwith and Julian F. Miller. Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables. In Gianluca Tempesti and Andy M. Tyrrell and Julian F. Miller editors, Proceedings of the 9th International Conference Evolvable Systems: From Biology to Hardware, ICES 2010, volume 6274, pages 25-36, York, 2010. Springer. details

  10. Maryam Mahsal Khan and Gul Muhammad Khan and Julian F. Miller. Evolution of neural networks using Cartesian Genetic Programming. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  11. Maryam Mahsal Khan and Gul Muhammad Khan and Julian F. Miller. Efficient representation of Recurrent Neural Networks for Markovian/non-Markovian Non-linear Control Problems. In 10th International Conference on Intelligent Systems Design and Applications (ISDA 2010), pages 615-620, 2010. details

  12. Simon Harding and Julian F. Miller and Wolfgang Banzhaf. Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision. 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 579-586, Portland, Oregon, USA, 2010. ACM. details

  13. Song Zhan and Julian F. Miller and Andy M. Tyrrell. Obtaining System Robustness by Mimicking Natural Mechanisms. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, page -, Trondheim, Norway, 2009. IEEE Press. details

  14. Katharina Volk and Julian Miller and Stephen Smith. Multiple Network CGP for the Classification of Mammograms. In Mario Giacobini and Ivanoe De Falco and Marc Ebner editors, Applications of Evolutionary Computing, EvoWorkshops2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoPhD, EvoSTOC, EvoTRANSLOG, Tubingen, Germany, 2009. Springer Verlag. details

  15. Tuze Kuyucu and Martin A. Trefzer and Julian F. Miller and Andy M. Tyrrell. Task Decomposition and Evolvability in Intrinsic Evolvable Hardware. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, page -, Trondheim, Norway, 2009. IEEE Press. details

  16. Gul Muhammad Khan and Julian F. Miller and David Halliday. In Search of Intelligent Genes: The Cartesian Genetic Programming Computational Neuron (CGPCN). In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 574-581, Trondheim, Norway, 2009. IEEE Press. details

  17. Simon Harding and Julian Miller and Wolfgang Banzhaf. Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing. 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 133-144, Tuebingen, 2009. Springer. details

  18. S. Harding and J. F. Miller and W. Banzhaf. Self Modifying Cartesian Genetic Programming: Parity. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 285-292, Trondheim, Norway, 2009. IEEE Press. details

  19. Gul Muhammad Khan and Julian F. Miller. Evolution of cartesian genetic programs capable of learning. 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 707-714, Montreal, 2009. ACM. details

  20. Simon Harding and Julian Francis Miller and Wolfgang Banzhaf. Evolution, development and learning using self-modifying cartesian 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 699-706, Montreal, 2009. ACM. details

  21. Julian Francis Miller and Simon L. Harding. Cartesian genetic programming. In Marc Ebner and Mike Cattolico and Jano van Hemert and Steven Gustafson and Laurence D. Merkle and Frank W. Moore and Clare Bates Congdon and Christopher D. Clack and Frank W. Moore and William Rand and Sevan G. Ficici and Rick Riolo and Jaume Bacardit and Ester Bernado-Mansilla and Martin V. Butz and Stephen L. Smith and Stefano Cagnoni and Mark Hauschild and Martin Pelikan and Kumara Sastry editors, GECCO-2008 tutorials, pages 2701-2726, Atlanta, GA, USA, 2008. ACM. details

  22. Gul Muhammad Khan and Julian Francis Miller and David M. Halliday. Developing neural structure of two agents that play checkers using cartesian genetic programming. In Marc Ebner and Mike Cattolico and Jano van Hemert and Steven Gustafson and Laurence D. Merkle and Frank W. Moore and Clare Bates Congdon and Christopher D. Clack and Frank W. Moore and William Rand and Sevan G. Ficici and Rick Riolo and Jaume Bacardit and Ester Bernado-Mansilla and Martin V. Butz and Stephen L. Smith and Stefano Cagnoni and Mark Hauschild and Martin Pelikan and Kumara Sastry editors, GECCO-2008 Late-Breaking Papers, pages 2169-2174, Atlanta, GA, USA, 2008. ACM. details

  23. Yoshikazu Hirayama and Tim Clarke and Julian Francis Miller. Fault tolerant control using Cartesian 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 1523-1530, Atlanta, GA, USA, 2008. ACM. details

  24. James Alfred Walker and Julian Francis Miller. Changing the Genospace: Solving GA Problems with Cartesian Genetic Programming. 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 261-270, Valencia, Spain, 2007. Springer. details

  25. James Alfred Walker and Julian Francis Miller. Predicting Prime Numbers Using Cartesian Genetic Programming. 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 205-216, Valencia, Spain, 2007. Springer. details

  26. James Alfred Walker and Julian Francis Miller. Solving real-valued optimisation problems using cartesian genetic programming. 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 2, pages 1724-1730, London, 2007. ACM Press. details

  27. Janet Clegg and James Alfred Walker and Julian Francis Miller. A new crossover technique for Cartesian genetic programming. 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 2, pages 1580-1587, London, 2007. ACM Press. details

  28. Simon L. Harding and Julian F. Miller and Wolfgang Banzhaf. Self-modifying cartesian genetic programming. 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 1021-1028, London, 2007. ACM Press. details

  29. Gul Muhammad Khan and Julian Francis Miller and David M. Halliday. Coevolution of intelligent agents using cartesian genetic programming. 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 269-276, London, 2007. ACM Press. details

  30. Gul Muhammad Khan and Julian F. Miller and David M. Halliday. A developmental model of neural computation using cartesian genetic programming. In Peter A. N. Bosman editor, Late breaking paper at Genetic and Evolutionary Computation Conference (GECCO'2007), pages 2535-2542, London, United Kingdom, 2007. ACM Press. details

  31. James Alfred Walker and Julian Francis Miller. Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems. 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 911-918, Seattle, Washington, USA, 2006. ACM Press. details

  32. James Alfred Walker and Julian Francis Miller and Rachel Cavill. A multi-chromosome approach to standard and embedded cartesian 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 1, pages 903-910, Seattle, Washington, USA, 2006. ACM Press. details

  33. Heng Liu and Julian F. Miller and Andy M. Tyrrell. Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems. In Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica editors, Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware, pages 87-92, Washington, DC, USA, 2005. IEEE Press. details

  34. Simon Harding and Julian F. Miller. Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal. In Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica editors, Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware, pages 229-238, Washington, DC, USA, 2005. IEEE Press. details

  35. Simon Harding and Julian F. Miller. Evolution of Robot Controller Using Cartesian 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 62-73, Lausanne, Switzerland, 2005. Springer. details

  36. James Alfred Walker and Julian Francis Miller. Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction. In Juan Manuel Moreno and Jordi Madrenas and Jordi Cosp editors, Evolvable Systems: From Biology to Hardware, 6th International Conference, ICES 2005, Proceedings, volume 3637, pages 131-142, Sitges, Spain, 2005. Springer. details

  37. James Alfred Walker and Julian Francis Miller. Investigating the performance of module acquisition in cartesian genetic programming. 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 1649-1656, Washington DC, USA, 2005. ACM Press. details

  38. James Alfred Walker and Julian Francis Miller. Evolution and Acquisition of Modules in Cartesian Genetic Programming. In Maarten Keijzer and Una-May O'Reilly and Simon M. Lucas and Ernesto Costa and Terence Soule editors, Genetic Programming 7th European Conference, EuroGP 2004, Proceedings, volume 3003, pages 187-197, Coimbra, Portugal, 2004. Springer-Verlag. details

  39. Heng Liu and Julian F. Miller and Andy M. Tyrrell. An Intrinsic Robust Transient Fault-Tolerant Developmental Model for Digital Systems. 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

  40. Julian F. Miller and Peter Thomson. A Developmental Method for Growing Graphs and Circuits. In Andy M. Tyrrell and Pauline C. Haddow and Jim Torresen editors, Evolvable Systems: From Biology to Hardware, Fifth International Conference, ICES 2003, volume 2606, pages 93-104, Trondheim, Norway, 2003. Springer-Verlag. details

  41. Julian F. Miller. Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair. In Wolfgang Banzhaf and Thomas Christaller and Peter Dittrich and Jan T. Kim and Jens Ziegler editors, Advances in Artificial Life. 7th European Conference on Artificial Life, volume 2801, pages 256-265, Dortmund, Germany, 2003. Springer. details

  42. Tina Yu and Julian F. Miller. Finding Needles in Haystacks is not Hard with Neutrality. In James A. Foster and Evelyne Lutton and Julian Miller and Conor Ryan and Andrea G. B. Tettamanzi editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002, volume 2278, pages 13-25, Kinsale, Ireland, 2002. Springer-Verlag. details

  43. Tina Yu and Julian F. Miller. The Role of Neutral and Adaptive Mutation in an Evolutionary Search on the OneMax Problem. In Erick Cant\'u-Paz editor, Late Breaking Papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), pages 512-519, New York, NY, 2002. AAAI. details

  44. Joseph A. Rothermich and Julian F. Miller. Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. In Erick Cant\'u-Paz editor, Late Breaking Papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), pages 397-403, New York, NY, 2002. AAAI. details

  45. Joseph A. Rothermich and Julian F. Miller. Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. In Xin Yao editor, The 2002 U.K. Workshop on Computational Intelligence (UKCI'02), Birmingham, U.K., 2002. details

  46. Julian F. Miller and Keith Downing. Evolution in Materio: Looking Beyond the Silicon Box. In Adrian Stoica and Jason Lohn and Rich Katz and Didier Keymeulen and Ricardo Salem Zebulum editors, The 2002 NASA/DoD Conference on Evolvable Hardware, pages 167-176, Alexandria, Virginia, 2002. IEEE Computer Society. details

  47. Tina Yu and Julian Miller. Neutrality and the Evolvability of Boolean Function Landscape. 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 204-217, Lake Como, Italy, 2001. Springer-Verlag. details

  48. Julian Miller. What Bloat? Cartesian Genetic Programming on Boolean Problems. In Erik D. Goodman editor, 2001 Genetic and Evolutionary Computation Conference Late Breaking Papers, pages 295-302, San Francisco, California, USA, 2001. details

  49. Julian Miller. Evolution of Program Size in Cartesian Genetic Programming. 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), page 184, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  50. Julian F. Miller and Morten Hartmann. Evolving messy gates for fault tolerance: some preliminary findings. In Didier Keymeulen and Adrian Stoica and Jason Lohn and Ricardo S. Zebulum editors, The Third NASA/DoD workshop on Evolvable Hardware, pages 116-123, Long Beach, California, 2001. IEEE Computer Society. details

  51. Julian F. Miller and Morten Hartmann. Untidy Evolution: Evolving Messy Gates for Fault Tolerance. In Yong Liu and Kiyoshi Tanaka and Masaya Iwata and Tetsuya Higuchi and Moritoshi Yasunaga editors, Evolvable Systems: From Biology to Hardware: 4th International Conference, ICES 2001, volume 2210, pages 14-25, Tokyo, Japan, 2001. Springer-Verlag. details

  52. Julian F. Miller and Peter Thomson. Cartesian Genetic Programming. 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 121-132, Edinburgh, 2000. Springer-Verlag. details

  53. Vesselin K. Vassilev and Julian F. Miller. Embedding Landscape Neutrality to Build a Bridge from the Conventional to a More Efficient Three-bit Multiplier Circuit. In Darrell Whitley and David Goldberg and Erick Cantu-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000), page 539, Las Vegas, Nevada, USA, 2000. Morgan Kaufmann. details

  54. Julian F. Miller. Digital Filter Design at Gate-level using Evolutionary Algorithms. 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 1127-1134, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  55. Julian F. Miller. An empirical study of the efficiency of learning boolean functions using a Cartesian Genetic Programming approach. 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 1135-1142, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  56. Tatiana Kalganova and Julian F. Miller and Terence C. Fogarty. Evolution of the Digital Circuits with Variable Layouts. 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, page 1235, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  57. Julian F. Miller. On the Filtering Properties of Evolved Gate Arrays. In Adrian Stoica and Jason Lohn and Didier Keymeulen editors, The First NASA/DoD Workshop on Evolvable Hardware, pages 2-11, Pasadena, California, 1999. IEEE Computer Society. details

  58. T. Kalganova and J. Miller. Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. In Adrian Stoica and Jason Lohn and Didier Keymeulen editors, The First NASA/DoD Workshop on Evolvable Hardware, pages 54-63, Pasadena, California, 1999. IEEE Computer Society. details

  59. Julian F. Miller. Evolution of Digital Filters Using a Gate Array Model. In Riccardo Poli and Hans-Michael Voigt and Stefano Cagnoni and David Corne and George D. Smith and Terence C. Fogarty editors, Proceedings of the First European Workshops on Evolutionary Image Analysis, Signal Processing and Telecommunications, volume 1596, pages 17-30, Goteborg, Sweden, 1999. Springer-Verlag. details

  60. Julian F. Miller and Peter Thomson. Evolving Digital Electronic Circuits for Real-Valued Function Generation using a Genetic Algorithm. 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 863-868, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  61. Julian F. Miller and Peter Thomson. Aspects of Digital Evolution: Evolvability and Architecture. In Agoston E. Eiben and Thomas Back and Marc Schoenauer and Hans-Paul Schwefel editors, Fifth International Conference on Parallel Problem Solving from Nature, volume 1498, pages 927-936, Amsterdam, 1998. Springer-Verlag. details

  62. Julian F. Miller and Peter Thomson. Aspects of Digital Evolution: Geometry and Learning. In Proceedings of the Second International Conference on Evolvable Systems, pages 25-35, 1998. Springer-Verlag. details

Genetic Programming book chapters by Julian F Miller

  1. James Alfred Walker and Julian F. Miller and Paul Kaufmann and Marco Platzner. Problem Decomposition in Cartesian Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 3, pages 35-99. Springer, 2011. details

  2. Stephen L. Smith and James Alfred Walker and Julian F. Miller. Medical Applications of Cartesian Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 11, pages 309-336. Springer, 2011. details

  3. Julian F. Miller. Cartesian Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 2, pages 17-34. Springer, 2011. details

  4. Julian F. Miller. Introduction to Evolutionary Computation and Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 1, pages 1-16. Springer, 2011. details

  5. Resources for Cartesian Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter A, pages 337-339. Springer, 2011. details

  6. Gul Muhammad Khan and Julian F. Miller. The CGP Developmental Network. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 9, pages 255-291. Springer, 2011. details

  7. Simon L. Harding and Julian F. Miller and Wolfgang Banzhaf. Self-Modifying Cartesian Genetic Programming. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 4, pages 101-124. Springer, 2011. details

  8. Simon Harding and Wolfgang Banzhaf and Julian F. Miller. A Survey of Self Modifying Cartesian Genetic Programming. In Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva editors, Genetic Programming Theory and Practice VIII, volume 8 of Genetic and Evolutionary Computation, chapter 6, pages 91-107. Springer, Ann Arbor, USA, 2010. details

  9. A. Beatriz Garmendia-Doval and Julian Miller and S. David Morley. Post Docking Filtering Using Cartesian Genetic Programming. In Una-May O'Reilly and Tina Yu and Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice II, chapter 14, pages 225-244. Springer, Ann Arbor, 2004. details

  10. Wolfgang Banzhaf and Julian Miller. The Challenge of Complexity. In Anil Menon editor, Frontiers of Evolutionary Computation, volume 11 of Genetic Algorithms And Evolutionary Computation Series, chapter 11, pages 73-99. Kluwer Academic Publishers, Boston, MA, USA, 2004. details

  11. Julian F. Miller and Wolfgang Banzhaf. Evolving the program for a cell: from French flags to Boolean circuits. In Sanjeev Kumar and Peter J. Bentley editors, On Growth, Form and Computers, chapter 15, pages 278-301. Academic Press, 2003. details

Genetic Programming technical reports by Julian F Miller