Genetic Programming Bibliography entries for Mark J Willis

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GP coauthors/coeditors: K Hanselmann, Geoffrey W Barton, Ben McKay, Hugo Hiden, Paul Turner, Ming T Tham, Gary A Montague, Mark P Hinchliffe, C Sanderson, J Barford, Barry Lennox, Justin Elsey, Dominic Patrick Searson, Mark A Porter, David E Leahy, Peter Marenbach,

Genetic Programming Articles by Mark J Willis

  1. Dominic Searson and Mark Willis and Gary Montague. Co-evolution of non-linear PLS model components. Journal of Chemometrics, 21(12):592-603, 2007. details

  2. Mark P. Hinchliffe and Mark J. Willis. Dynamic systems modelling using genetic programming. Computers \& Chemical Engineering, 27(12):1841-1854, 2003. details

  3. Ben McKay and Mark Willis and Dominic Searson and Gary Montague. Nonlinear continuum regression: an evolutionary approach. Transactions of the Institute of Measurement and Control, 22(2):125-140, 2000. details

  4. H. G. Hiden and M. J. Willis and M. T. Tham and G. A. Montague. Non-linear principal components analysis using genetic programming. Computers and Chemical Engineering, 23(3):413-425, 1999. details

  5. Mark Willis and Hugo Hiden and Mark Hinchliffe and Ben McKay and Geoffrey W. Barton. Systems Modelling Using Genetic Programming. Computers in Chemical Engineering, 21:S1161-S1166, 1997. Supplemental. details

  6. Ben McKay and Mark Willis and Geoffrey Barton. Steady-state Modelling of Chemical Process System using Genetic Programming. Computers and Chemical Engineering, 21(9):981-996, 1997. details

Genetic Programming conference papers by Mark J Willis

  1. Dominic P. Searson and David E. Leahy and Mark J. Willis. Predicting the Toxicity of Chemical Compounds Using GPTIPS: A Free Genetic Programming Toolbox for MATLAB. In Intelligent Control and Computer Engineering, 2011. Springer. details

  2. Dominic P. Searson and David E. Leahy and Mark J. Willis. GPTIPS: An Open Source Genetic Programming Toolbox For Multigene Symbolic Regression. In S. I. Ao and Oscar Castillo and Craig Douglas and David Dagan Feng and Jeong-A Lee editors, Proceedings of the International Multiconference of Engineers and Computer Scientists 2010 (IMECS 2010), volume 1, pages 77-80, Hong Kong, 2010. Newswood Ltd. details

  3. M. Hinchliffe and M. Willis. Dynamic Modelling Using Genetic Programming. In Luis Basanez and Juan A. de la Puente editors, Proceedings of the 15th IFAC World Congress, pages 441-441, Barcelona, Spain, 2002. Elsevier. details

  4. Mark Hinchliffe and Mark Willis and Ming Tham and Gary Montague. Dynamic Chemical Process Modelling Using a Multiple Basis Function Genetic Programming Algorithm. In Nineteenth IASTED International Conference, Modelling, Identification and Control, Innsbruck, Austria, 2000. details

  5. Mark A. Porter and Mark J. Willis and Gary A. Montague. Modelling Antibiotic Production using Standard and Sequential Hybridised Symbolic Annealing. 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 1796, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  6. Ben McKay and Mark Willis and Dominic Searson and Gary Montague. Non-Linear Continuum Regression Using 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 1106-1111, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  7. Mark Hinchliffe and Mark Willis and Ming Tham. Dynamic Chemical Process Modelling Using a Multiple Basis Function Genetic Programming Algorithm. 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 1782, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

  8. Dominic Searson and Mark Willis and Gary Montague. Improving controller performance using genetically evolved structures with co-adaptation. In M. H. Hamza editor, Proceedings of the 18th IASTED International Conference on Modelling, Identification and Control (MIC 99), pages 316-319, Innsbruck, Austria, 1999. ACTA Press. details

  9. Dominic Searson and Mark Willis and Gary Montague. Chemical Process Controller Design Using Genetic Programming. 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 359-364, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  10. Mark A. Porter and Mark J. Willis and Gary A. Montague. A Comparison of Symbolic Annealing and Genetic Programming for Data-based Modelling. 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 302-307, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  11. Mark Hinchliffe and Mark Willis and Ming Tham. Chemical Process Sytems Modelling Using Multi-objective Genetic Programming. 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 134-139, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  12. Hugo Hiden and Ben McKay and Mark Willis and Gary Montague. Non-Linear Partial Least Squares using Genetic Programming. 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 128-133, University of Wisconsin, Madison, Wisconsin, USA, 1998. Morgan Kaufmann. details

  13. D. P. Searson and G. A. Montague and M. J Willis. Evolutionary design of process controllers. In In Proceedings of the 1998 United Kingdom Automatic Control Council International Conference on Control (UKACC International Conference on Control '98), volume 455, University of Wales, Swansea, UK, 1998. Institution of Electrical Engineers (IEE). details

  14. M. J. Willis and H. G. Hiden and G. A. Montague. Developing Inferential Estimation Algorithms Using Genetic Programming. In Sirish L. Shah and Yaman Arkun editors, IFAC/ADCHEM International Symposium on Advanced Control of Chemical Processes, pages 219-224, Banaff, Canada, 1997. details

  15. Mark Willis and Hugo Hiden and Peter Marenbach and Ben McKay and Gary A. Montague. Genetic Programming: An Introduction and Survey of Applications. In Ali Zalzala editor, Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA, pages 314-319, University of Strathclyde, Glasgow, UK, 1997. Institution of Electrical Engineers. details

  16. Hugo Hiden and Mark Willis and Ming Tham and Paul Turner and Gary Montague. Non-Linear Principal Components Analysis using Genetic Programming. In Ali Zalzala editor, Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA, pages 302-307, University of Strathclyde, Glasgow, UK, 1997. Institution of Electrical Engineers. details

  17. Hugo Hiden and Mark Willis and Ben McKay and Gary Montague. Non-Linear And Direction Dependent Dynamic Modelling Using 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 168-173, Stanford University, CA, USA, 1997. Morgan Kaufmann. details

  18. H. G. Hiden and M. J. Willis and G. A. Montague. Using Genetic Programming to Develop Non-Linear Dynamic Models of Chemical Process Systems. In IChemE Jubilee Research Event, volume 2, pages 789-792, Nottingham, UK, 1997. details

  19. B. McKay and M. J. Willis and H. G. Hiden and G. A. Montague and G. W. Barton. Identification of Industrial Processes using Genetic Programming. In M. I. Friswell and J. E. Mottershead editors, Identification in Engineering Systems, volume 1, Swansea, UK, 1996. The Cromwell Press Ltd. Proceedings of the International Conference, ICIES. details

  20. Ben McKay and Barry Lennox and Mark Willis and Geoffrey W. Barton and Gary Montague. Extruder Modelling: A Comparison of two Paradigms. In UKACC International Connference on Control'96, volume 2, pages 734-739, Exeter, UK, 1996. IEE. Conference publication No. 427. details

  21. Ben McKay and Justin Elsey and Mark J. Willis and Geoffrey W. Barton. Evolving Input-Output Models of Chemical Process Systems Using Genetic Programming. In IFAC '96, volume 1, San-Fransisco, 1996. details

  22. Ben McKay and Mark Willis and Gary Montague and Geoffrey W. Barton. Using Genetic Programming to Develop Inferential Estimation Algorithms. 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 157-165, Stanford University, CA, USA, 1996. MIT Press. details

  23. Mark Hinchliffe and Hugo Hiden and Ben McKay and Mark Willis and Ming Tham and Geoffery Barton. Modelling Chemical Process Systems Using a Multi-Gene Genetic Programming Algorithm. In John R. Koza editor, Late Breaking Papers at the Genetic Programming 1996 Conference Stanford University July 28-31, 1996, pages 56-65, Stanford University, CA, USA, 1996. Stanford Bookstore. details

  24. K. Hanselmann and G. W. Barton and B. McKay and M. J. Willis. Modelling a Transformer Oil Regeneration Process Using Genetic Programming. In Gordon Weiss editor, Chemeca 96: Excellence in Chemical Engineering; Proceedings of the 24th Australian and New Zealand Chemical Engineering Conference and Exhibition, pages 9-84 [in volume 2], Barton, ACT, Australia, 1996. Institution of Engineers. details

  25. Ben McKay and Mark J. Willis and Geoffrey W. Barton. Using a Tree Structured Genetic Algorithm to Perform Symbolic Regression. In A. M. S. Zalzala editor, First International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA, volume 414, pages 487-492, Sheffield, UK, 1995. IEE. details

  26. Ben McKay and Mark J. Willis and Geoffrey W. Barton. On the Application of Genetic Programming to Chemical Process Systems. In 1995 IEEE Conference on Evolutionary Computation, volume 2, pages 701-706, Perth, Australia, 1995. IEEE Press. details

Genetic Programming technical reports by Mark J Willis

  1. Mark Porter and Mark Willis and Hugo Hiden. Computer-aided Polymer Design using Genetic Programming. Technical report, Chemical Engineering, Newcastle University, UK, 1996. details

  2. B. McKay and C. Sanderson and M. J. Willis and J. Barford and G. Barton. Evolving a Hybrid Model of a Fed-batch Fermentation Process. Technical report, Chemical Engineering, Newcastle University, UK, 1996. details

  3. B. McKay and B. Lennox and M. J. Willis and G. W. Barton and G. A. Montague. Extruder Modelling: A Comparison of two Paradigms. Technical report, Chemical Engineering, Newcastle University, UK, 1996. Appears in Control '96. details

  4. Mark Hinchliffe and Mark Willis and Hugo Hiden and Ming Tham. A comparison of two Genetic Programming Algorithms Applied to Chemical Process Systems Modelling. Technical report, Chemical Engineering, Newcastle University, UK, 1996. Extended Abstract, submitted to: ICANNGA '97, Norwick, UK. details

  5. H. G. Hiden and M. J. Willis and P. Turner and M. T. Tham and G. A. Montague. Non-linear Principal Components Analysis Using Genetic Programming. Technical report, Chemical Engineering, Newcastle University, UK, 1996. Extended Abstract, ICANNGA '97, Norwich, UK. details