Genetic Programming Bibliography entries for Julian F Miller

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GP coauthors/coeditors: Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud, Wolfgang Banzhaf, Guillaume Beslon, Steffen Christensen, James A Foster, Francois Kepes, Virginie Lefort, Miroslav Radman, Jeremy J Ramsden, Jurgen Branke, Martin Pelikan, Enrique Alba, Dirk V Arnold, Josh C Bongard, Anthony Brabazon, Martin V Butz, Jeff Clune, Myra B 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, 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, Kester Clegg, Kieran Massey, Mike Petty, 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, Natalia G Lipnitskaya, 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, 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, Maktuba Mohid, Andrew James Turner, Dennis G Wilson, Sylvain Cussat-Blanc, Stjepan Picek, Domagoj Jakobovic, Elena Marchiori, Lejla Batina, Claude Carlet, Sylvain Guilley, Peter Nordin, Gunther R Raidl, Franz Rothlauf, Giovanni Squillero, Rolf Drechsler, Thomas Stuetzle, Mauro Birattari, Martin Middendorf, Christian Blum, Carlos Cotta, Peter A N Bosman, Joern Grahl, Joshua D Knowles, David W Corne, Tom Lenaerts, Marc Ebner, Massimiliano Di Penta, Thomas Jansen, Joseph A Rothermich, Patricia Ryser-Welch, Jerry Swan, Tom Seaton, Gavin Brown, Sara Silva, Manuel Lopez-Ibanez, Sanaz Mostaghim, Jon Timmis, Christine Zarges, Luis Correia, Terence Soule, Mario Giacobini, Ryan J Urbanowicz, Youhei Akimoto, Tobias Glasmachers, Francisco Fernandez de Vega, Amy Hoover, Pedro Larranaga, Marta Soto, Francisco Jose Baptista Pereira, Julia Handl, Jan Koutnik, Antonio Gaspar-Cunha, Heike Trautmann, Jean-Baptiste Mouret, Sebastian Risi, Ernesto Costa, Oliver Schuetze, Krzysztof Krawiec, Alberto Moraglio, Pawel Widera, Juan Julian Merelo, Emma Hart, Leonardo Trujillo, Marouane Kessentini, Francisco Chicano, Carola Doerr, John A Clark, Dave Cliff, Tim Kovacs, Richard A Watson, Katharina Volk, Rachel Cavill, Paul Kaufmann, Marco Platzner, Herve Luga, Tina Yu, Song Zhan,

Genetic Programming Articles by Julian F Miller

  1. Julian Francis Miller. IMPROBED: Multiple Problem-Solving Brain via Evolved Developmental Programs. Artificial Life, 27(3-4):300-335, 2021. Special issue highlights from the 2020 Conference on Artificial Life. details

  2. Julian Francis Miller. Cartesian Genetic Programming: its status and future. Genetic Programming and Evolvable Machines, 21(1-2):129-168, 2020. Twentieth Anniversary Issue. details

  3. Andrew James Turner and Julian Francis Miller. Recurrent Cartesian Genetic Programming of Artificial Neural Networks. Genetic Programming and Evolvable Machines, 18(2):185-212, 2017. details

  4. Stjepan Picek and Claude Carlet and Sylvain Guilley and Julian F. Miller and Domagoj Jakobovic. Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography. Evolutionary Computation, 24(4):667-694, 2016. details

  5. Andrew James Turner and Julian Francis Miller. Neutral genetic drift: an investigation using Cartesian Genetic Programming. Genetic Programming and Evolvable Machines, 16(4):531-558, 2015. details

  6. Andrew James Turner and Julian Francis Miller. Introducing a cross platform open source Cartesian Genetic Programming library. Genetic Programming and Evolvable Machines, 16(1):83-91, 2015. details

  7. Andrew James Turner and Julian Francis Miller. NeuroEvolution: Evolving Heterogeneous Artificial Neural Networks. Evolutionary Intelligence, 7(3):135-154, 2014. Special Issue: Evolution in UK 20. details

  8. Martin A. Trefzer and Tuze Kuyucu and Julian F. Miller and Andy M. Tyrrell. On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems. IEEE Transactions on Evolutionary Computation, 17(1):100-121, 2013. details

  9. Maryam Mahsal Khan and Arbab Masood Ahmad and Gul Muhammad Khan and Julian F. Miller. Fast learning neural networks using Cartesian genetic programming. Neurocomputing, 121:274-289, 2013. details

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. Wolfgang Banzhaf and Guillaume Beslon and Steffen Christensen and James Foster and Francois Kepes and Virginie Lefort and Julian Miller and Miroslav Radman and Jeremy J. Ramsden. From Artificial Evolution to Computational Evolution: A Research Agenda. Nature Reviews Genetics, 7(9):729-735, 2006. details

  19. 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

  20. 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

  21. 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

  22. 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. 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. Madrid, Spain, 2015. details

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  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 II. Volume 2724 of Lecture Notes in Computer Science, Springer, 2003. details

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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. Julian Francis Miller. Designing Multiple ANNs with Evolutionary Development: Activity Dependence. In Wolfgang Banzhaf and Leonardo Trujillo and Stephan Winkler and Bill Worzel editors, Genetic Programming Theory and Practice XVIII, pages 165-180, East Lansing, USA, 2021. Springer. details

  2. Julian Francis Miller. Evolving developmental neural networks to solve multiple problems. In Josh Bongard and Juniper Lovato and Laurent Hebert-Dufresne and Radhakrishna Dasari and Lisa Soros editors, 2020 Conference on Artificial Life, pages 473-482, online, 2020. Massachusetts Institute of Technology. Contributed talk. details

  3. Julian F. Miller and Dennis G. Wilson and Sylvain Cussat-Blanc. Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems. In Wolfgang Banzhaf and Lee Spector and Leigh Sheneman editors, Genetic Programming Theory and Practice XVI, pages 137-178, Ann Arbor, USA, 2018. Springer. details

  4. Dennis G. Wilson and Sylvain Cussat-Blanc and Herve Luga and Julian F Miller. Evolving simple programs for playing Atari games. In Hernan Aguirre and Keiki Takadama and Hisashi Handa and Arnaud Liefooghe and Tomohiro Yoshikawa and Andrew M. Sutton and Satoshi Ono and Francisco Chicano and Shinichi Shirakawa and Zdenek Vasicek and Roderich Gross and Andries Engelbrecht and Emma Hart and Sebastian Risi and Ekart Aniko and Julian Togelius and Sebastien Verel and Christian Blum and Will Browne and Yusuke Nojima and Tea Tusar and Qingfu Zhang and Nikolaus Hansen and Jose Antonio Lozano and Dirk Thierens and Tian-Li Yu and Juergen Branke and Yaochu Jin and Sara Silva and Hitoshi Iba and Anna I Esparcia-Alcazar and Thomas Bartz-Beielstein and Federica Sarro and Giuliano Antoniol and Anne Auger and Per Kristian Lehre editors, GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, pages 229-236, Kyoto, Japan, 2018. ACM. details

  5. Julian F. Miller and Dennis G. Wilson. A Developmental Artificial Neural Network Model for Solving Multiple Problems. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 69-70, Berlin, Germany, 2017. ACM. details

  6. Patricia Ryser-Welch and Julian F. Miller and Jerry Swan and Martin A. Trefzer. Iterative Cartesian Genetic Programming: Creating general algorithms for solving Travelling Salesman Problems. 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 294-310, Porto, Portugal, 2016. Springer Verlag. details

  7. Andrew James Turner and Julian Francis Miller. Recurrent Cartesian Genetic Programming Applied to Series Forecasting. 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 Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1499-1500, Madrid, Spain, 2015. ACM. details

  8. Stjepan Picek and Julian F. Miller and Domagoj Jakobovic and Lejla Batina. Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. 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 Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1457-1458, Madrid, Spain, 2015. ACM. details

  9. Stjepan Picek and Claude Carlet and Domagoj Jakobovic and Julian F. Miller and Lejla Batina. Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. 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 1095-1102, Madrid, Spain, 2015. ACM. details

  10. Stjepan Picek and Domagoj Jakobovic and Julian F. Miller and Elena Marchiori and Lejla Batina. Evolutionary Methods for the Construction of Cryptographic Boolean Functions. 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 192-204, Copenhagen, 2015. Springer. details

  11. Julian Francis Miller. Cartesian Genetic Programming. In Paul Bourgine and Pierre Collet editors, Complex Systems Digital Campus E-conference, CS-DC'15, page Paper ID: 356, 2015. Invited talk. details

  12. Julian Miller and Andrew Turner. Cartesian Genetic Programming. In Anabela Simoes editor, GECCO 2015 Introductory Tutorials, pages 179-198, Madrid, Spain, 2015. ACM. details

  13. Andrew Turner and Julian Miller. Cartesian Genetic Programming: Why No Bloat?. 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 222-233, Granada, Spain, 2014. Springer. details

  14. Andrew Turner and Julian Miller. Recurrent Cartesian Genetic Programming. In Thomas Bartz-Beielstein and Juergen Branke and Bogdan Filipic and Jim Smith editors, 13th International Conference on Parallel Problem Solving from Nature, volume 8672, pages 476-486, Ljubljana, Slovenia, 2014. Springer. details

  15. Kester Clegg and Julian Miller and Kieran Massey and Mike Petty. Travelling Salesman Problem solved 'in materio' by evolved carbon nanotube device. In Thomas Bartz-Beielstein and Juergen Branke and Bogdan Filipic and Jim Smith editors, 13th International Conference on Parallel Problem Solving from Nature, volume 8672, pages 692-701, Ljubljana, Slovenia, 2014. Springer. details

  16. Tom Seaton and Julian F. Miller and Tim Clarke. Semantic Bias in Program Coevolution. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 193-204, Vienna, Austria, 2013. Springer Verlag. details

  17. Andrew James Turner and Julian Francis Miller. Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks. 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 1005-1012, Amsterdam, The Netherlands, 2013. ACM. details

  18. Andrew James Turner and Julian Francis Miller. The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. In Max Bramer and Miltos Petridis editors, Research and Development in Intelligent Systems XXX, pages 213-226, Cambridge, 2013. Springer International Publishing. details

  19. Julian F. Miller. GECCO 2013 tutorial: cartesian 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 715-740, Amsterdam, The Netherlands, 2013. ACM. details

  20. Julian F. Miller and Maktuba Mohid. Function optimization using cartesian 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 147-148, Amsterdam, The Netherlands, 2013. ACM. details

  21. 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 170-181, Malaga, Spain, 2012. Springer Verlag. details

  22. Julian Francis Miller and Simon Harding. GECCO 2012 tutorial: cartesian genetic programming. In Gabriela Ochoa editor, GECCO 2012 Specialized techniques and applications tutorials, pages 1093-1116, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  23. Arbab Masood Ahmad and Gul Muhammad Khan and Sahibzada Ali Mahmud and Julian Francis Miller. Breast cancer detection using cartesian genetic programming evolved artificial neural networks. 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 1031-1038, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  24. Maryam Mahsal Khan and Gul Muhammad Khan and Julian F. Miller. Developmental Plasticity in Cartesian Genetic Programming based Neural Networks. In Jean-Louis Ferrier and Alain Bernard and Oleg Yu. Gusikhin and Kurosh Madani editors, Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2011), volume 1, pages 449-458, Noordwijkerhout, The Netherlands, 2011. SciTePress. details

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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, pages 3032-3039, Trondheim, Norway, 2009. IEEE Press. details

  37. Katharina Volk and Julian Miller and Stephen L. 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, volume 5484, pages 405-413, Tubingen, Germany, 2009. Springer Verlag. details

  38. 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, pages 2281-2287, Trondheim, Norway, 2009. IEEE Press. details

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. Vesselin K. Vassilev and Dominic Job and Julian F. Miller. Towards the Automatic Design of More Efficient Digital Circuits. In Jason Lohn and Adrian Stoica and Didier Keymeulen editors, The Second NASA/DoD workshop on Evolvable Hardware, pages 151-160, Palo Alto, California, 2000. IEEE Computer Society. details

  77. Vesselin K. Vassilev and Julian F. Miller. Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs. In Jason Lohn and Adrian Stoica and Didier Keymeulen editors, The Second NASA/DoD workshop on Evolvable Hardware, pages 55-64, Palo Alto, California, 2000. IEEE Computer Society. details

  78. 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

  79. Vesselin K. Vassilev and Julian F. Miller. The Advantages of Landscape Neutrality in Digital Circuit Evolution. In Proceedings of the Third International Conference on Evolvable Systems, pages 252-263, 2000. Springer-Verlag. details

  80. 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

  81. 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

  82. 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

  83. Vesselin K. Vassilev and Julian F. Miller and Terence C. Fogarty. Co-evolving Demes of Non-uniform Cellular Automata for Synchronisation. In Adrian Stoica and Jason Lohn and Didier Keymeulen editors, The First NASA/DoD Workshop on Evolvable Hardware, pages 111-119, Pasadena, California, 1999. IEEE Computer Society. details

  84. Vesselin K. Vassilev and Julian F. Miller and Terence C. Fogarty. On the Nature of Two-Bit Multiplier Landscapes. In Adrian Stoica and Jason Lohn and Didier Keymeulen editors, The First NASA/DoD Workshop on Evolvable Hardware, pages 36-45, Pasadena, California, 1999. IEEE Computer Society. details

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. Tatiana Kalganova and Julian F. Miller and Terence C. Fogarty. Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design. In Moshe Sipper and Daniel Mange and Andres Perez-Uribe editors, Evolvable Systems: From Biology to Hardware Second International Conference, ICES '98, volume 1478, pages 78-89, Lausanne, Switzerland, 1998. Springer-Verlag. details

  92. Julian F. Miller and Peter Thomson. Restricted Evaluation Genetic Algorithms with Tabu Search for Optimising Boolean Functions as Multi-Level AND-EXOR Networks. In Terence C. Fogarty editor, Selected Papers from AISB Workshop on Evolutionary Computing, volume 1143, pages 85-101, Brighton, U.K., 1996. Springer-Verlag. details

Genetic Programming book chapters by Julian F Miller

  1. Simon Harding and Julian F. Miller. Cartesian Genetic Programming on the GPU. In Shigeyoshi Tsutsui and Pierre Collet editors, Massively Parallel Evolutionary Computation on GPGPUs, chapter 12, pages 249-266. Springer, 2013. details

  2. 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

  3. 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

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

  5. 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

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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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 243-260. Kluwer Academic Publishers, Boston, MA, USA, 2004. details

  12. 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

  13. Julian F. Miller and Tatiana Kalganova and Dominic Job and Natalia Lipnitskaya. The genetic algorithm as a discovery engine: strange circuits and new principles. In Peter J. Bentley and David Corne editors, Creative evolutionary systems, chapter 18, pages 443-466. Morgan Kaufmann Publishers Inc., 2002. details

Genetic Programming technical reports by Julian F Miller

Genetic Programming other entries for Julian F Miller