Genetic Programming Bibliography entries for Wolfgang Banzhaf

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GP coauthors/coeditors: Peter Nordin, Markus Olmer, Robert E Keller, Frank D Francone, Riccardo Poli, Marc Schoenauer, Terence C Fogarty, Jason M Daida, Gusz Eiben, Max H Garzon, Vasant Honavar, Mark Jakiela, Robert E Smith, Dirk Banscherus, Peter Dittrich, William B Langdon, Markus Brameier, Marc Stautner, Klaus Weinert, James A Foster, Christian W G Lasarczyk, Julian F Miller, Andre Leier, Guillaume Beslon, Steffen Christensen, Francois Kepes, Virginie Lefort, Miroslav Radman, Jeremy J Ramsden, Simon Harding, Garnett Carl Wilson, Hans-Georg Beyer, Una-May O'Reilly, Dirk V Arnold, Christian Blum, Eric Bonabeau, Erick Cantu-Paz, Dipankar Dasgupta, Kalyanmoy Deb, Edwin D de Jong, Hod Lipson, Xavier Llora, Spiros Mancoridis, Martin Pelikan, Gunther R Raidl, Terence Soule, Andrew M Tyrrell, Jean-Paul Watson, Eckart Zitzler, Wolfgang Kantschik, Frank Hoffmann, Jens Busch, Jens Ziegler, Andree Ross, Daniel Sawitzki, Christian Aue, Markus Conrads, Edmund Burke, Paul Darwen, Dario Floreano, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea G B Tettamanzi, Dirk Thierens, Vinicius Veloso de Melo, Andreas Burgel, Andre Skusa, Thomas Kron, Christian Kuck, Benjamin Fowler, Larry M Deschain, Jeanine Graf, Roderich Gross, Keno Albrecht, Haym Hirsh, John Koza, Conor Ryan, Christian Jacob, Ting Hu, Joshua L Payne, Jason H Moore, Jorn Mehnen, Stefan Klahold, Steffen Frank, Taras Kowaliw, Nawwaf Kharma, Rene Doursat, Kumar Chellapilla, Marco Dorigo, David B Fogel, David E Goldberg, Hitoshi Iba, Rick L Riolo, P Dwight Kuo, Kevin Burrage, Miguel Nicolau, Jens Niehaus, Christian Igel, Michael O'Neill, Leonardo Vanneschi, Steven M Gustafson, Nelishia Pillay, Esteban Ricalde, Michael Rosskopf, Udo Feldkamp, Lukas Sekanina, Ralf Stadelhofer, Dieter Suter, Amir Tavafi, Jon Timmis, Martyn Amos, Derek Leblanc, Annie S Wu, Shelly Xiaonan Wu, Krister Wolff, Jan Barnholt,

Genetic Programming Articles by Wolfgang Banzhaf

  1. Ting Hu and Wolfgang Banzhaf and Jason H. Moore. The effects of recombination on phenotypic exploration and robustness in evolution. Artificial Life, 20(4):457-470, 2014. Ten thousandth GP entry in the genetic programming bibliography. details

  2. Wolfgang Banzhaf. Response to comments on ''Genetic Programming and Emergence''. Genetic Programming and Evolvable Machines, 15(1):103-108, 2014. details

  3. Wolfgang Banzhaf. Genetic Programming and Emergence. Genetic Programming and Evolvable Machines, 15(1):63-73, 2014. details

  4. Ting Hu and Joshua Payne and Wolfgang Banzhaf and Jason Moore. Evolutionary dynamics on multiple scales: a quantitative analysis of the interplay between genotype, phenotype, and fitness in linear genetic programming. Genetic Programming and Evolvable Machines, 13(3):305-337, 2012. Special issue on selected papers from the 2011 European conference on genetic programming. details

  5. Ting Hu and Simon Harding and Wolfgang Banzhaf. Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm. Genetic Programming and Evolvable Machines, 11(2):205-225, 2010. details

  6. Shelly Xiaonan Wu and Wolfgang Banzhaf. The use of computational intelligence in intrusion detection systems: A review. Applied Soft Computing, 10(1):1-35, 2010. details

  7. Garnett Wilson and Wolfgang Banzhaf. Deployment of parallel linear genetic programming using GPUs on PC and video game console platforms. Genetic Programming and Evolvable Machines, 11(2):147-184, 2010. details

  8. Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Wolfgang Banzhaf. Open issues in genetic programming. Genetic Programming and Evolvable Machines, 11(3/4):339-363, 2010. Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines. details

  9. 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

  10. W. B. Langdon and R. Poli and W. Banzhaf. An Eigen Analysis of the GP Community. Genetic Programming and Evolvable Machines, 9(3):171-182, 2008. details

  11. W. B. Langdon and W. Banzhaf. Repeated Patterns in Genetic Programming. Natural Computing, 7(4):589-613, 2008. details

  12. S. Harding and W. Banzhaf. Genetic programming on GPUs for image processing. International Journal of High Performance Systems Architecture, 1(4):231-240, 2008. details

  13. Ralf Stadelhofer and Wolfgang Banzhaf and Dieter Suter. Evolving blackbox quantum algorithms using genetic programming. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 22(3):285-297, 2008. details

  14. Jens Niehaus and Christian Igel and Wolfgang Banzhaf. Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database. Evolutionary Computation, 15(2):199-221, 2007. details

  15. Jon Timmis and Martyn Amos and Wolfgang Banzhaf and Andy Tyrrell. Going Back to our Roots: Second Generation Biocomputing. International Journal of Unconventional Computing, 2(4):349-378, 2006. Special Issue: Grand Challenge in Non-Classical Computation. details

  16. P. Dwight Kuo and Wolfgang Banzhaf and Andre Leier. Network topology and the evolution of dynamics in an artificial genetic regulatory network model created by whole genome duplication and divergence. Biosystems, 85(3):177-200, 2006. details

  17. 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

  18. William B. Langdon and Wolfgang Banzhaf. Repeated Sequences in Linear Genetic Programming Genomes. Complex Systems, 15(4):285-306, 2005. details

  19. Christian W. G. Lasarczyk and Peter Dittrich and Wolfgang Banzhaf. Dynamic Subset Selection Based on a Fitness Case Topology. Evolutionary Computation, 12(2):223-242, 2004. details

  20. Wolfgang Banzhaf and James Foster. Editorial Introduction. Genetic Programming and Evolvable Machines, 5(2):119-120, 2004. details

  21. Peter Dittrich and Thomas Kron and Wolfgang Banzhaf. On the Scalability of Social Order. Journal of Artificial Societies and Social Simulation, 6(1) 2003. details

  22. W. Banzhaf and W. B. Langdon. Some considerations on the reason for bloat. Genetic Programming and Evolvable Machines, 3(1):81-91, 2002. details

  23. Peter Dittrich and Thomas Kron and Christian Kuck and Wolfgang Banzhaf. Iterated Mutual Observation with Genetic Programming. Sozionik Aktuell, 2 2001. details

  24. Markus Brameier and Wolfgang Banzhaf. Evolving Teams of Predictors with Linear Genetic Programming. Genetic Programming and Evolvable Machines, 2(4):381-407, 2001. details

  25. Jens Ziegler and Wolfgang Banzhaf. Evolving Control Metabolisms for a Robot. Artificial Life, 7(2):171-190, 2001. details

  26. Markus Brameier and Wolfgang Banzhaf. A Comparison of Linear Genetic Programming and Neural Networks in Medical Data Mining. IEEE Transactions on Evolutionary Computation, 5(1):17-26, 2001. details

  27. Haym Hirsh and Wolfgang Banzhaf and John R. Koza and Conor Ryan and Lee Spector and Christian Jacob. Genetic Programming. IEEE Intelligent Systems, 15(3):74-84, 2000. details

  28. Wolfgang Banzhaf. The artificial evolution of computer code. IEEE Intelligent Systems, 15(3):74-76, 2000. details

  29. Wolfgang Banzhaf and Dirk Banscherus and Peter Dittrich. Hierarchical Genetic Programming using Local Modules. InterJournal Complex Systems, 228 2000. details

  30. Annie S. Wu and Wolfgang Banzhaf. Introduction to the Special Issue: Variable-Length Representation and Noncoding Segments for Evolutionary Algorithms. Evolutionary Computation, 6(4):iii-vi, 1998. details

  31. Peter Nordin and Wolfgang Banzhaf and Markus Brameier. Evolution of a world model for a miniature robot using genetic programming. Robotics and Autonomous Systems, 25(1-2):105-116, 1998. details

  32. Peter Nordin and Wolfgang Banzhaf. Real Time Control of a Khepera Robot using Genetic Programming. Cybernetics and Control, 26(3):533-561, 1997. details

  33. Peter Nordin and Wolfgang Banzhaf. An On-Line Method to Evolve Behavior and to Control a Miniature Robot in Real Time with Genetic Programming. Adaptive Behavior, 5(2):107-140, 1996. details

Genetic Programming Books by Wolfgang Banzhaf

Genetic Programming Conference proceedings edited by Wolfgang Banzhaf

  1. 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. Washington DC, USA, ACM Press, 2005. details

  2. Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part II. Volume 3103 of Lecture Notes in Computer Science, Seattle, WA, USA, Springer-Verlag, 2004. details

  3. Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell editors, Genetic and Evolutionary Computation -- GECCO-2004, Part I. Volume 3102 of Lecture Notes in Computer Science, Seattle, WA, USA, Springer-Verlag, 2004. details

  4. 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

  5. Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference. Orlando, Florida, USA, Morgan Kaufmann, 1999. details

  6. 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. University of Wisconsin, Madison, WI, USA, Morgan Kaufmann, 1998. details

  7. Wolfgang Banzhaf and Riccardo Poli and Marc Schoenauer and Terence C. Fogarty editors, Genetic Programming. Volume 1391 of LNCS, Paris, Springer-Verlag, 1998. details

  8. Riccardo Poli and W. B. Langdon and Marc Schoenauer and Terry Fogarty and Wolfgang Banzhaf editors, Late Breaking Papers at EuroGP'98: the First European Workshop on Genetic Programming. Paris, France, 1998. details

Genetic Programming conference papers by Wolfgang Banzhaf

  1. Amir Tavafi and Wolfgang Banzhaf. A Hybrid Genetic Programming Decision Making System for RoboCup Soccer Simulation. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 1025-1032, Berlin, Germany, 2017. ACM. details

  2. Vinicius Veloso de Melo and Wolfgang Banzhaf. Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 61-62, Denver, USA, 2016. ACM. details

  3. Esteban Ricalde and Wolfgang Banzhaf. A Genetic Programming Approach for the Traffic Signal Control Problem with Epigenetic Modifications. 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 133-148, Porto, Portugal, 2016. Springer Verlag. details

  4. Ting Hu and Wolfgang Banzhaf. Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network. In Tobias Friedrich editor, GECCO '16: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 733-740, Denver, USA, 2016. ACM. Nominated for best paper. details

  5. Benjamin Fowler and Wolfgang Banzhaf. Modelling Evolvability in Genetic Programming. 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 215-229, Porto, Portugal, 2016. Springer Verlag. details

  6. Vinicius Veloso de Melo and Wolfgang Banzhaf. Kaizen Programming for Feature Generation. In Rick Riolo and William P. Worzel and M. Kotanchek and A. Kordon editors, Genetic Programming Theory and Practice XIII, Ann Arbor, USA, 2015. Springer. details

  7. Ting Hu and Wolfgang Banzhaf and Jason Moore. Population Exploration on Genotype Networks in 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 424-333, Ljubljana, Slovenia, 2014. Springer. details

  8. Ting Hu and Wolfgang Banzhaf and Jason H. Moore. Robustness and Evolvability of Recombination in Linear Genetic Programming. 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 97-108, Vienna, Austria, 2013. Springer Verlag. details

  9. Taras Kowaliw and Wolfgang Banzhaf and Rene Doursat. Networks of transform-based evolvable features for object recognition. 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 1077-1084, Amsterdam, The Netherlands, 2013. ACM. details

  10. Garnett Wilson and Derek Leblanc and Wolfgang Banzhaf. Using Sector Information with Linear Genetic Programming for Intraday Equity Price Trend Analysis. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 1071-1078, Brisbane, Australia, 2012. details

  11. Ting Hu and Joshua Payne and Jason Moore and Wolfgang Banzhaf. Robustness, Evolvability, and Accessibility in Linear Genetic Programming. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 13-24, Turin, Italy, 2011. Springer Verlag. details

  12. Shelly Xiaonan Wu and Wolfgang Banzhaf. Rethinking multilevel selection in genetic programming. 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 1403-1410, Dublin, Ireland, 2011. ACM. Best paper. details

  13. Garnett Wilson and Derek Leblanc and Wolfgang Banzhaf. Stock trading using linear genetic programming with multiple time frames. 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 1667-1674, Dublin, Ireland, 2011. ACM. details

  14. 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

  15. Simon Harding and Wolfgang Banzhaf. Implementing cartesian genetic programming classifiers on graphics processing units using GPU.NET. In Simon Harding and W. B. Langdon and Man Leung Wong and Garnett Wilson and Tony Lewis editors, GECCO 2011 Computational intelligence on consumer games and graphics hardware (CIGPU), pages 463-470, Dublin, Ireland, 2011. ACM. details

  16. 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

  17. Garnett Wilson and Wolfgang Banzhaf. Interday foreign exchange trading using linear genetic programming. 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 1139-1146, Portland, Oregon, USA, 2010. ACM. details

  18. Garnett Wilson and Wolfgang Banzhaf. Fast and effective predictability filters for stock price series using linear genetic programming. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  19. Miguel Nicolau and Marc Schoenauer and Wolfgang Banzhaf. Evolving Genes to Balance a Pole. 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 196-207, Istanbul, 2010. Springer. details

  20. 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

  21. Simon L. Harding and Wolfgang Banzhaf. Distributed Genetic Programming on GPUs using CUDA. In Ignacio Hidalgo and Francisco Fernandez and Juan Lanchares editors, Workshop on Parallel Architectures and Bioinspired Algorithms, pages 1-10, Raleigh, NC, USA, 2009. Universidad Complutense de Madrid. details

  22. Garnett Wilson and Wolfgang Banzhaf. Prediction of Interday Stock Prices using Developmental and Linear Genetic Programming. 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 172-181, Tubingen, Germany, 2009. Springer Verlag. details

  23. Taras Kowaliw and Wolfgang Banzhaf and Nawwaf Kharma and Simon Harding. Evolving Novel Image Features Using Genetic Programming-Based Image Transforms. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 2502-2507, Trondheim, Norway, 2009. IEEE Press. details

  24. Ting Hu and Wolfgang Banzhaf. The Role of Population Size in Rate of Evolution in Genetic Programming. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 85-96, Tuebingen, 2009. Springer. details

  25. 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

  26. 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

  27. Garnett Carl Wilson and Wolfgang Banzhaf. Deployment of CPU and GPU-based genetic programming on heterogeneous devices. In Anna I. Esparcia and Ying-ping Chen and Gabriela Ochoa and Ender Ozcan and Marc Schoenauer and Anne Auger and Hans-Georg Beyer and Nikolaus Hansen and Steffen Finck and Raymond Ros and Darrell Whitley and Garnett Wilson and Simon Harding and W. B. Langdon and Man Leung Wong and Laurence D. Merkle and Frank W. Moore and Sevan G. Ficici and William Rand and Rick Riolo and Nawwaf Kharma and William R. Buckley and Julian Miller and Kenneth Stanley and Jaume Bacardit and Will Browne and Jan Drugowitsch and Nicola Beume and Mike Preuss and Stephen L. Smith and Stefano Cagnoni and Jim DeLeo and Alexandru Floares and Aaron Baughman and Steven Gustafson and Maarten Keijzer and Arthur Kordon and Clare Bates Congdon and Laurence D. Merkle and Frank W. Moore editors, GECCO Workshop on Computational intelligence on consumer games and graphics hardware (CIGPU-2009), pages 2531-2538, Montreal, 2009. ACM. details

  28. Garnett Carl Wilson and Wolfgang Banzhaf. Soft memory for stock market analysis using linear and developmental 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 1633-1640, Montreal, 2009. ACM. details

  29. Ting Hu and Wolfgang Banzhaf. Neutrality and variability: two sides of evolvability in linear genetic programming. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 963-970, Montreal, 2009. ACM. details

  30. 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

  31. William B. Langdon and Wolfgang Banzhaf. A SIMD Interpreter for Genetic Programming on GPU Graphics Cards. In Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alcazar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971, pages 73-85, Naples, 2008. Springer. details

  32. Garnett Carl Wilson and Wolfgang Banzhaf. A Comparison of Cartesian Genetic Programming and Linear Genetic Programming. In Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alcazar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971, pages 182-193, Naples, 2008. Springer. details

  33. Garnett Wilson and Wolfgang Banzhaf. Linear Genetic Programming GPGPU on Microsoft's Xbox 360. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 378-385, Hong Kong, 2008. IEEE Press. details

  34. Ting Hu and Wolfgang Banzhaf. Measuring rate of evolution in genetic programming using amino acid to synonymous substitution ratio ka/ks. 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 1337-1338, Atlanta, GA, USA, 2008. ACM. details

  35. Ting Hu and Wolfgang Banzhaf. Nonsynonymous to Synonymous Substitution Ratio ka/ks: Measurement for Rate of Evolution in Evolutionary Computation. In Gunter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume editors, Parallel Problem Solving from Nature - PPSN X, volume 5199, pages 448-457, Dortmund, 2008. Springer. details

  36. Simon Harding and Wolfgang Banzhaf. Fast genetic programming on GPUs. 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 90-101, Valencia, Spain, 2007. Springer. details

  37. Nelishia Pillay and Wolfgang Banzhaf. A Genetic Programming Approach to the Generation of Hyper-Heuristics for the Uncapacitated Examination Timetabling Problem. In Jos\'e Neves and Manuel Filipe Santos and Jos\'e Machado editors, 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, pages 223-234, Guimar\~aes, Portugal, 2007. Springer. details

  38. 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

  39. S. L. Harding and W. Banzhaf. Fast Genetic Programming and Artificial Developmental Systems on GPUs. In 21st International Symposium on High Performance Computing Systems and Applications (HPCS'07), page 2, Canada, 2007. IEEE Computer Society. details

  40. Andr\'e Leier and P. Dwight Kuo and Wolfgang Banzhaf and Kevin Burrage. Evolving noisy oscillatory dynamics in genetic regulatory networks. In Pierre Collet and Marco Tomassini and Marc Ebner and Steven Gustafson and Anik\'o Ek\'art editors, Proceedings of the 9th European Conference on Genetic Programming, volume 3905, pages 290-299, Budapest, Hungary, 2006. Springer. details

  41. William B. Langdon and Wolfgang Banzhaf. Repeated Patterns in Tree 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 190-202, Lausanne, Switzerland, 2005. Springer. details

  42. Christian Lasarczyk and Wolfgang Banzhaf. An Algorithmic Chemistry for 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 1-12, Lausanne, Switzerland, 2005. Springer. details

  43. Wolfgang Banzhaf. Challenging the Program Counter. In Susan Stepney and Stephen Emmott editors, The Grand Challenge in Non-Classical Computation: International Workshop, York, UK, 2005. details

  44. Christian W. G. Lasarczyk and Wolfgang Banzhaf. Total synthesis of algorithmic chemistries. 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 1635-1640, Washington DC, USA, 2005. ACM Press. details

  45. W. B. Langdon and W. Banzhaf. Repeated Sequences in Linear GP Genomes. In Maarten Keijzer editor, Late Breaking Papers at the 2004 Genetic and Evolutionary Computation Conference, Seattle, Washington, USA, 2004. AAAI. details

  46. Jens Ziegler and Wolfgang Banzhaf. Decreasing the Number of Evaluations in Evolutionary Algorithms by using a Meta-Model of the Fitness Function. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 264-275, Essex, 2003. Springer-Verlag. details

  47. M. Rosskopf and U. Feldkamp and W. Banzhaf. Classification of Leukemia Classes by GP-based DNA-Chip Analysis. In Alwyn M. Barry editor, GECCO 2003: Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference, pages 81-82, Chigaco, 2003. AAAI. details

  48. Jens Niehaus and Wolfgang Banzhaf. More on Computational Effort Statistics for Genetic Programming. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 164-172, Essex, 2003. Springer-Verlag. details

  49. Andr\'e Leier and Wolfgang Banzhaf. Evolving Hogg's Quantum Algorithm Using Linear-Tree GP. In E. Cant\'u-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller editors, Genetic and Evolutionary Computation -- GECCO-2003, volume 2723, pages 390-400, Chicago, 2003. Springer-Verlag. details

  50. Markus Brameier and Wolfgang Banzhaf. Neutral Variations Cause Bloat in Linear GP. In Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa editors, Genetic Programming, Proceedings of EuroGP'2003, volume 2610, pages 286-296, Essex, 2003. Springer-Verlag. details

  51. Andre Leier and Wolfgang Banzhaf. Exploring the search space of quantum programs. In Ruhul Sarker and Robert Reynolds and Hussein Abbass and Kay Chen Tan and Bob McKay and Daryl Essam and Tom Gedeon editors, Proceedings of the 2003 Congress on Evolutionary Computation CEC2003, volume 1, pages 170-177, Canberra, 2003. IEEE Press. details

  52. Wolfgang Kantschik and Wolfgang Banzhaf. Linear-Graph GP---A new GP Structure. 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 83-92, Kinsale, Ireland, 2002. Springer-Verlag. details

  53. R. Gross and K. Albrecht and W. Kantschik and W. Banzhaf. Evolving Chess Playing Programs. In W. B. Langdon and E. Cant\'u-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska editors, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, pages 740-747, New York, 2002. Morgan Kaufmann Publishers. details

  54. Jens Busch and Jens Ziegler and Wolfgang Banzhaf and Andree Ross and Daniel Sawitzki and Christian Aue. Automatic Generation of Control Programs for Walking Robots Using Genetic Programming. 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 258-267, Kinsale, Ireland, 2002. Springer-Verlag. details

  55. Markus Brameier and Wolfgang Banzhaf. Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming. 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 37-49, Kinsale, Ireland, 2002. Springer-Verlag. details

  56. Jens Ziegler and Jan Barnholt and Jens Busch and Wolfgang Banzhaf. Automatic evolution of control programs for a small humanoid walking robot. In Philippe Bidaud and Faiz Ben Amar editors, Climbing and Walking Robots and the Support Technologies for Mobile Machines: Proceedings of the 5th International Conference (CLAWAR 2002), pages 109-116, Bury St. Edmunds, UK, 2002. Professional Engineering Publishing, publishers to the Institute of Mechanical Engineers. details

  57. Jens Niehaus and Wolfgang Banzhaf. Adaption of Operator Probabilities in Genetic Programming. 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 325-336, Lake Como, Italy, 2001. Springer-Verlag. details

  58. Robert E. Keller and Wolfgang Banzhaf. Evolution of Genetic Code on a Hard Problem. In Lee Spector and Erik D. Goodman and Annie Wu and W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 50-56, San Francisco, California, USA, 2001. Morgan Kaufmann. details

  59. Wolfgang Kantschik and Wolfgang Banzhaf. Linear-Tree GP and its comparison with other GP structures. 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 302-312, Lake Como, Italy, 2001. Springer-Verlag. details

  60. Jens Ziegler and Krister Wolff and Peter Nordin and Wolfgang Banzhaf. Constructing a small humanoid walking robot as a platform for the genetic evolution of walking. In Ulrich R\"uckert and Joaquin Sitte and Ulf Witkowski editors, Proceedings of the 5th International Heinz Nixdorf Symposium: Autonomous Minirobots for Research and Edutainment, pages 51-59, 2001. Heinz Nixdorf Institute. details

  61. Jens Ziegler and Wolfgang Banzhaf. Evolving a ``nose'' for a robot. In Evolution of Sensors in Nature, Hardware and Simulation, pages 226-230, Las Vegas, Nevada, USA, 2000. details

  62. W. B. Langdon and W. Banzhaf. Genetic Programming Bloat without Semantics. In Marc Schoenauer and Kalyanmoy Deb and G\"unter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel editors, Parallel Problem Solving from Nature - PPSN VI 6th International Conference, volume 1917, pages 201-210, Paris, France, 2000. Springer Verlag. details

  63. Peter Nordin and Wolfgang Banzhaf and Frank D. Francone. Compression of Effective Size in Genetic Programming. In Thomas Haynes and William B. Langdon and Una-May O'Reilly and Riccardo Poli and Justinian Rosca editors, Foundations of Genetic Programming, pages 57-60, Orlando, Florida, USA, 1999. details

  64. Peter Nordin and Frank Hoffmann and Frank D. Francone and Markus Brameier and Wolfgang Banzhaf. AIM-GP and Parallelism. In Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala editors, Proceedings of the Congress on Evolutionary Computation, volume 2, pages 1059-1066, Mayflower Hotel, Washington D.C., USA, 1999. IEEE Press. details

  65. Robert E. Keller and Wolfgang Banzhaf. The Evolution of Genetic Code in Genetic Programming. 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 1077-1082, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  66. Wolfgang Kantschik and Peter Dittrich and Markus Brameier and Wolfgang Banzhaf. Meta-Evolution in Graph GP. In Riccardo Poli and Peter Nordin and William B. Langdon and Terence C. Fogarty editors, Genetic Programming, Proceedings of EuroGP'99, volume 1598, pages 15-28, Goteborg, Sweden, 1999. Springer-Verlag. details

  67. Frank D. Francone and Markus Conrads and Wolfgang Banzhaf and Peter Nordin. Homologous Crossover in Genetic Programming. 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 1021-1026, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  68. Peter Dittrich and Andre Skusa and Wolfgang Kantschik and Wolfgang Banzhaf. Dynamical Properties of the Fitness Landscape of a GP Controlled Random Morphology Robot. 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 1002-1008, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  69. Markus Brameier and Frank Hoffmann and Peter Nordin and Wolfgang Banzhaf and Frank Francone. Parallel Machine Code Genetic Programming. 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 1228, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  70. Stefan Klahold and Steffen Frank and Robert E. Keller and Wolfgang Banzhaf. Exploring the Possibilites and Restrictions of Genetic Programming in Java Bytecode. In John R. Koza editor, Late Breaking Papers at the Genetic Programming 1998 Conference, pages 120-124, University of Wisconsin, Madison, Wisconsin, USA, 1998. Stanford University Bookstore. details

  71. Robert E. Keller and Wolfgang Banzhaf and Klaus Weinert and Jorn Mehnen. CAD Surface Reconstruction from Digitized 3D Point Data with Genetic Programming. In John R. Koza editor, Late Breaking Papers at the Genetic Programming 1998 Conference, pages 106-112, University of Wisconsin, Madison, Wisconsin, USA, 1998. Stanford University Bookstore. details

  72. Peter Dittrich and Andreas Burgel and Wolfgang Banzhaf. Learning to Move a Robot with Random Morphology. In Phil Husbands and Jean-Arcady Meyer editors, Proceedings of the First European Workshop on Evolutionary Robotics, volume 1468, pages 165-178, Paris, 1998. Springer-Verlag. details

  73. Markus Conrads and Peter Nordin and Wolfgang Banzhaf. Speech Sound Discrimination With Genetic Programming. In Wolfgang Banzhaf and Riccardo Poli and Marc Schoenauer and Terence C. Fogarty editors, Proceedings of the First European Workshop on Genetic Programming, volume 1391, pages 113-129, Paris, 1998. Springer-Verlag. details

  74. P. Nordin and W. Banzhaf and F. D. Francone. Introns in Nature and in Simulated Structure Evolution. In Dan Lundh and Bjorn Olsson and Ajit Narayanan editors, Bio-Computation and Emergent Computation, Skovde, Sweden, 1997. World Scientific Publishing. details

  75. Peter Nordin and Wolfgang Banzhaf. Genetic Reasoning Evolving Proofs with Genetic Search. In John R. Koza and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max Garzon and Hitoshi Iba and Rick L. Riolo editors, Genetic Programming 1997: Proceedings of the Second Annual Conference, pages 255-260, Stanford University, CA, USA, 1997. Morgan Kaufmann. details

  76. Wolfgang Banzhaf and Peter Nordin and Markus Olmer. Generating Adaptive Behavior for a Real Robot using Function Regression within Genetic Programming. In John R. Koza and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max Garzon and Hitoshi Iba and Rick L. Riolo editors, Genetic Programming 1997: Proceedings of the Second Annual Conference, pages 35-43, Stanford University, CA, USA, 1997. Morgan Kaufmann. details

  77. Markus Olmer and Peter Nordin and Wolfgang Banzhaf. Evolving Real-time Behavior Modules for a real Robot with GP. In M. Jamshidi and F. Pin and P. Dauchez editors, Proceedings of the 6th international symposium on robotics and manufacturing, ISRAM-96, pages 675-680, Montpellier, France, 1996. Asme Press. details

  78. Peter Nordin and Wolfgang Banzhaf. Programmatic Compression of Images and Sound. In John R. Koza and David E. Goldberg and David B. Fogel and Rick L. Riolo editors, Genetic Programming 1996: Proceedings of the First Annual Conference, pages 345-350, Stanford University, CA, USA, 1996. MIT Press. details

  79. Robert E. Keller and Wolfgang Banzhaf. Genetic Programming using Genotype-Phenotype Mapping from Linear Genomes into Linear Phenotypes. In Genetic Programming 1996: Video Proceedings of the First Annual Conference, Stanford University, CA, USA, 1996. Sound Photo Synthesis. details

  80. Robert E. Keller and Wolfgang Banzhaf. Genetic Programming using Genotype-Phenotype Mapping from Linear Genomes into Linear Phenotypes. In John R. Koza and David E. Goldberg and David B. Fogel and Rick L. Riolo editors, Genetic Programming 1996: Proceedings of the First Annual Conference, pages 116-122, Stanford University, CA, USA, 1996. MIT Press. details

  81. Frank D. Francone and Peter Nordin and Wolfgang Banzhaf. Benchmarking the Generalization Capabilities of a Compiling Genetic programming System using Sparse Data Sets. In John R. Koza and David E. Goldberg and David B. Fogel and Rick L. Riolo editors, Genetic Programming 1996: Proceedings of the First Annual Conference, pages 72-80, Stanford University, CA, USA, 1996. MIT Press. details

  82. Wolfgang Banzhaf and Frank D. Francone and Peter Nordin. The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets. In Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel editors, Parallel Problem Solving from Nature IV, Proceedings of the International Conference on Evolutionary Computation, volume 1141, pages 300-309, Berlin, Germany, 1996. Springer Verlag. details

  83. Peter Nordin and Wolfgang Banzhaf. Genetic Programming Controlling a Miniature Robot. In E. V. Siegel and J. R. Koza editors, Working Notes for the AAAI Symposium on Genetic Programming, pages 61-67, MIT, Cambridge, MA, USA, 1995. AAAI. details

  84. Peter Nordin and Frank Francone and Wolfgang Banzhaf. Explicitly Defined Introns and Destructive Crossover in Genetic Programming. In Justinian P. Rosca editor, Proceedings of the Workshop on Genetic Programming: From Theory to Real-World Applications, pages 6-22, Tahoe City, California, USA, 1995. details

  85. Peter Nordin and Wolfgang Banzhaf. Evolving Turing-Complete Programs for a Register Machine with Self-modifying Code. In Larry J. Eshelman editor, Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95), pages 318-325, Pittsburgh, PA, USA, 1995. Morgan Kaufmann. details

  86. Peter Nordin and Wolfgang Banzhaf. Complexity Compression and Evolution. In Larry J. Eshelman editor, Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95), pages 310-317, Pittsburgh, PA, USA, 1995. Morgan Kaufmann. details

  87. Wolfgang Banzhaf. Genotype-Phenotype-Mapping and Neutral Variation -- A case study in Genetic Programming. In Yuval Davidor and Hans-Paul Schwefel and Reinhard M\"anner editors, Parallel Problem Solving from Nature III, volume 866, pages 322-332, Jerusalem, 1994. Springer-Verlag. details

  88. Wolfgang Banzhaf. Genetic Programming for Pedestrians. In Stephanie Forrest editor, Proceedings of the 5th International Conference on Genetic Algorithms, ICGA-93, page 628, University of Illinois at Urbana-Champaign, 1993. Morgan Kaufmann. details

Genetic Programming book chapters by Wolfgang Banzhaf

  1. Wolfgang Banzhaf. Some Remarks on Code Evolution with Genetic Programming. In Susan Stepney and Andrew Adamatzky editors, Inspired by Nature: Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday, volume 28 of Emergence, Complexity and Computation, chapter 6, pages 145-156. Springer, 2017. details

  2. Wolfgang Banzhaf. Evolutionary Computation and Genetic Programming. In Akhlesh Lakhtakia and Raul Jose Martin-Palma editors, Engineered Biomimicry, chapter 17, pages 429-447. Elsevier, Boston, 2013. details

  3. Simon Harding and W. Banzhaf. Optimizing Shape Design with Distributed Parallel Genetic Programming on GPUs. In Francisco Fernandez de Vega and Jose Ignacio Hidalgo Perez and Juan Lanchares editors, Parallel Architectures and Bioinspired Algorithms, volume 415 of Studies in Computational Intelligence, chapter 2, pages 51-75. Springer, 2012. details

  4. Lukas Sekanina and Simon L. Harding and Wolfgang Banzhaf and Taras Kowaliw. Image Processing and CGP. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 6, pages 181-215. Springer, 2011. details

  5. Simon L. Harding and Wolfgang Banzhaf. Hardware Acceleration for CGP: Graphics Processing Units. In Julian F. Miller editor, Cartesian Genetic Programming, chapter 8, pages 231-253. Springer, 2011. details

  6. 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

  7. Shelly X. Wu and Wolfgang Banzhaf. The Use of Evolutionary Computation in Knowledge Discovery: The Example of Intrusion Detection Systems. In Satchidananda Dehuri and Sung-Bae Cho editors, Knowledge Mining using Intelligent Agents, volume 6 of Advances in Computer Science and Engineering, chapter 2, pages 27-59. WorldSciBook, 2010. 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. Garnett Wilson and Wolfgang Banzhaf. Algorithmic Trading with Developmental and Linear Genetic Programming. In Rick L. Riolo and Una-May O'Reilly and Trent McConaghy editors, Genetic Programming Theory and Practice VII, chapter 8, pages 119-134. Springer, Ann Arbor, 2009. details

  10. Wolfgang Banzhaf and Simon Harding and William B. Langdon and Garnett Wilson. Accelerating Genetic Programming through Graphics Processing Units. In Rick L. Riolo and Terence Soule and Bill Worzel editors, Genetic Programming Theory and Practice VI, chapter 15, pages 229-249. Springer, Ann Arbor, 2008. details

  11. Wolfgang Banzhaf and Andre Leier. Evolution on Neutral Networks in Genetic Programming. In Tina Yu and Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice III, volume 9 of Genetic Programming, chapter 14, pages 207-221. Springer, Ann Arbor, 2005. details

  12. 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

  13. Wolfgang Banzhaf and Christian W. G. Lasarczyk. Genetic Programming of an Algorithmic Chemistry. In Una-May O'Reilly and Tina Yu and Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice II, chapter 11, pages 175-190. Springer, Ann Arbor, 2004. details

  14. Wolfgang Banzhaf. Artificial Regulatory Networks and Genetic Programming. In Rick L. Riolo and Bill Worzel editors, Genetic Programming Theory and Practice, chapter 4, pages 43-61. Kluwer, 2003. details

  15. Wolfgang Banzhaf and Markus Brameier and Marc Stautner and Klaus Weinert. Genetic Programming and Its Application in Machining Technology. In Hans-Paul Schwefel and Ingo Wegener and Klaus Weinert editors, Advances in Computational Intelligence: Theory and Practice, chapter 7, pages 194-241. Springer, 2003. details

  16. 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

  17. Peter Nordin and Wolfgang Banzhaf and Frank D. Francone. Efficient Evolution of Machine Code for CISC Architectures using Instruction Blocks and Homologous Crossover. In Lee Spector and William B. Langdon and Una-May O'Reilly and Peter J. Angeline editors, Advances in Genetic Programming 3, chapter 12, pages 275-299. MIT Press, Cambridge, MA, USA, 1999. details

  18. Robert E. Keller and Wolfgang Banzhaf and Jorn Mehnen and Klaus Weinert. CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy hybrid. In Lee Spector and William B. Langdon and Una-May O'Reilly and Peter J. Angeline editors, Advances in Genetic Programming 3, chapter 3, pages 41-65. MIT Press, Cambridge, MA, USA, 1999. details

  19. Wolfgang Banzhaf. Interactive Evolution. In Thomas Baeck and David B. Fogel and Zbigniew Michalewicz editors, Handbook of Evolutionary Computation, chapter section C2.9. Oxford University Press, 1997. details

  20. Peter Nordin and Frank Francone and Wolfgang Banzhaf. Explicitly Defined Introns and Destructive Crossover in Genetic Programming. In Peter J. Angeline and K. E. Kinnear, Jr. editors, Advances in Genetic Programming 2, chapter 6, pages 111-134. MIT Press, Cambridge, MA, USA, 1996. details

  21. Jeanine Graf and Wolfgang Banzhaf. Interactive Evolution for Simulated Natural Evolution. In Jean-Marc Alliot and Evelyne Lutton and Edmund Ronald and Marc Schoenauer and Dominique Snyers editors, Artificial Evolution, volume 1063 of LNCS, pages 259-272. Springer Verlag, 1996. details

Genetic Programming technical reports by Wolfgang Banzhaf

  1. Ting Hu and Wolfgang Banzhaf. Evolvability and Acceleration in Evolutionary Computation. Technical report, 2008-04, Department of Computer Science, Memorial University of Newfoundland, St. John's, NL, Canada A1B 3X5, 2008. details

  2. Markus Brameier and Wolfgang Banzhaf. Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming. Technical report, Dortmund University, 2002. details

  3. Markus Brameier and Wolfgang Banzhaf. Effective Linear Genetic Programming. Technical report, Reihe CI 108/01, SFB 531, Department of Computer Science, University of Dortmund, 44221 Dortmund, Germany, 2001. details

  4. Wolfgang Banzhaf and Dirk Banscherus and Peter Dittrich. Hierarchical Genetic Programming Using Local Modules. Technical Report , 50/98, University of Dortmund, Dortmund, Germany, 1998. details

  5. Markus Brameier and Wolfgang Banzhaf. A Comparison of Genetic Programming and Neural Networks in Medical Data Analysis. Reihe , CI 43/98, SFB 531, Dortmund University, Germany, 1998. details

  6. Markus Brameier and Wolfgang Kantschik and Peter Dittrich and Wolfgang Banzhaf. SYSGP -- A C++ library of different GP variants. Technical Report , CI-98/48, Collaborative Research Center 531, University of Dortmund, Germany, 1998. details

  7. Robert E. Keller and Wolfgang Banzhaf and Jorn Mehnen and Klaus Weinert. Surface Reconstruction from 3D Point Data with a Genetic Programming/Evolution Strategy hybrid. Technical report, CI-44/98, Computer Science, Universitaet Dortmund, Germany, 1998. details

  8. Peter Nordin and Wolfgang Banzhaf. Real Time Evolution of Behavior and a World Model for a Miniature Robot using Genetic Programming. Technical Report , SysReport 5/95, Department of Computer SCience, University of Dortmund, 44221 Dormund, Germany, 1995. details

  9. Wolfgang Banzhaf. Genetic Programming for Pedestrians. MERL Technical Report , 93-03, Mitsubishi Electric Research Labs, Cambridge, MA, USA, 1993. details

Genetic Programming other entries for Wolfgang Banzhaf

  1. Jon Timmis and Martyn Amos and Wolfgang Banzhaf and Andy Tyrrell. ``Going back to our roots'': second generation biocomputing. 2005. Submitted to the International Journal of Unconventional Computing. details

  2. Wolfgang Banzhaf. Artificial Intelligence: Genetic Programming. 2000. Contract no: 20851A2/2/102. details

  3. Peter Nordin and Wolfgang Banzhaf. Computer implemented machine learning method and system. 2000. details

  4. Frank D. Francone and Peter Nordin and Wolfgang Banzhaf and Larry M. Deschaine. Automatic Induction of Machine Code (AIM) Learning Real Time Adaptive Control Strategies. 2000. details

Genetic Programming etc Wolfgang Banzhaf