Publications
Journal Papers
- ``Neuromodels of Analytic Dynamic Systems'', Neural
Computing & Applications, volume 1, number 4,
November 1993 (with A. J. Jones).
- ``Neuro-Genetic Adaptive Attitude Control'',
Neural Computing & Applications, volume 2, number
4, 1994 (with A. J. Jones).
- ``A comparison of artificial intelligence techniques for the identification of
people at high risk of oral cancer'', Journal of Dental
Research, volume 76, number 5, 1997 (with C. Elliott, S. Kent,
P. Hammond, M. Downer, P. Speight).
- ``Adaptive Neuro-Genetic Control of Chaos applied to the
Attitude Control Problem'', Neural Computing &
Applications, volume 6, number 2, 1997 (with A. J. Jones).
- ``Neurocontrol: Recent advances and links with the Human
Brain'', AI & Society, volume 11, number 4, 1997.
- ``Genetic Programming for Prediction and Control'', Neural Computing &
Applications, volume 6, number 4, 1997 (with S. Kent).
- ``Neural Robot Path Planning: The Maze Problem'', Neural Computing &
Applications, volume 7, number 2, 1998.
- ``Neural Networks for Machine Vision'', Neural Computing &
Applications, editorial article of a special issue on machine vision, volume 7, number
4, 1998 (with P. Rosin).
- ``Genetic Evolution of Controllers for Challenging Control
Problems'', Journal of Computational Methods in Science and
Engineering , volume 11, number 4, 2011.
- ``Genetic programming for the minimum time swing up and balance
control acrobot problem'', Expert Systems, Wiley,
2015. DOI:10.1111/exsy.12115 (with Barry D. Nichols).
Papers in Conference Proceedings
- ``Modeling Dynamic Systems'', First World Congress on
Neural Networks Proceedings, INNS Press/Erlbaum, 1993
(with A. J. Jones).
- ``Neural Networks and Genetic Algorithms for the Attitude Control
Problem'', in Neural Networks and
their Cognitive and Industrial Applications (Neuro-N\^{\imes'94),
1994 (with A. J. Jones).
- ``An Adaptive Neurocontrol Design applied to the Attitude
Control Problem'', Applications of Neural
Networks V, OE/Aerospace Sensing, SPIE, Orlando, USA
April 1994 (with A. J. Jones).
- ``Neural Networks and Genetic Algorithms for the Attitude Control
Problem'', in From Natural to Artificial Neural Computation,
International Workshop on Artificial Neural Networks (IWANN'95),
Malaga, Spain, June 7--9 1995, Lecture Notes in Computer Science 930,
Springer Verlag, (with A. J. Jones).
- ``Bulk Synchronous Parallel Genetic Programming'', in
Applied parallel computing : industrial strength computation and
optimization ; Proceedings of the third International Workshop
(PARA'96), ed. Jerzy Wa\'{sniewski, Springer Verlag, 1996
(with S. Kent).
- ``Parallel Genetic Programming'', in Proceedings of UK
Parallel 96, (with D. Self).
- ``Speeding up Genetic Programming: A parallel implementation
using BSP'', in Proceedings of the First International
Conference on Genetic Programming (GP-96), 28--31 July
1996, Stanford, California, USA., (with S. Kent).
- ``Finite Element Mesh Generation with Competitive
Neural Networks'', in 1996 World Congress on Neural Networks
Proceedings (WCNN'96), 15--18 September 1996, San
Diego, CA, USA.
- ``A comparison of artificial intelligence techniques for the identification of
people at high risk of oral cancer'' in Proceedings of
the 44th Annual General Meeting of the British Society for Dental
Research, 1997, Brighton, UK (with C. Elliott, S. Kent,
P. Hammond, M. Downer, P. Speight).
- ``Finding patterns and subfamilies in biosequences by genetic programming'', in 1997 SIAM Annual Meeting, Stanford University, July
1997 (with A. Brazma).
- ``Numerical Optimization and Neural Networks: Connections and
Insights'', in 1997 SIAM Annual Meeting, Stanford University,
July 1997.
- ``Evolutionary control of a Satellite'', in Second
International Conference on Genetic Programming,
Stanford University, USA July 1997.
- ``Neurocontrol and Evolutionary Control Techniques: The state of
the Art for Intelligent Control'', Keynote paper, in 15th IMACS
World Congress 1997 on Scientific Computation, Modelling
and Applied Mathematics, August 24-29 1997, Berlin,
Germany.
- ``Robot Path Planning for Maze Navigation'', in Proceedings
of the 1998 World Congress on Computational Intelligence-International Joint
Conference on Neural Networks (IJCNN'98), IEEE Press, May 4-9, 1998, Anchorage,
Alaska, USA.
- "Autolanding of Commercial Aircrafts by Genetic Programming", in
Proceedings of the 2007 International Conference of
Computational Intelligence and Intelligent Systems,
World Congress on Engineering 2007, IAENG, July 2-4, 2007,
London, UK.
- "Bioreactor Control by Genetic Programming", in R. Schaefer et
al. (Eds.), Parallel Problem Solving from Nature (PPSN) XI,
Part II, LNCS 6239, pp. 181-188, Springer-Verlag Berlin
Heidelberg 2010 (with Riccardo Piccoli).
- ``Genetic Programming for Generalised Helicopter Hovering
Control'', in Genetic Programming - 15th European Conference
(EUROGP 2012) , Lecture Notes in Computer Science 7244,
Springer-Verlag, April 2012, Malaga, Spain (with D. Effraimidis).
- "Swing Up and Balance Control of the Acrobot Solved by Genetic
Programming", in M.Bramer and M.Petridis (eds.) Research and
Development in Intelligent Systems XXIX. Springer-Verlag, 2012. ISBN
978-1-4471-4738-1 (with B. Nichols)
- ``Application of Newton's Method to action selection in continuous
state- and action-space reinforcement learning'', in ESANN
2014 proceedings, European Symposium on Artificial Neural
Networks, Computational Intelligence and Machine Learning, Bruges
(Belgium), 23-25 April 2014 (with Barry D. Nichols).
- ``A Better Predictor of Marathon Race
Times based on Neural Networks'', in Bramer M., Petridis M. (eds)
Artificial Intelligence XXXIV. SGAI 2017. Lecture Notes in
Computer Science, vol 10630. Springer, Cham.
Chapters in Edited Books
- ``Evolutionary Neurocontrol of Chaos and the Attitude Control
Problem'', chapter in Neural Networks and their Applications,
ed. by John Taylor, John Wiley and Sons, 1996.
- ``Genetic Algorithms and Genetic Programming in Control Engineering'', invited chapter, in Evolutionary Algorithms in Engineering
Applications, ed. by D. Dasgupta and Z. Michalewicz, Springer
Verlag, 1997.
- "Evolutionary Learning", in Wiley Encyclopedia of Computer
Science and Engineering, ed. by Benjamin W. Wah,
Franklin W. Woeltge, Wiley, 2009.
- ``Bioreactor Control based on Evolutionary Computing and Neural
Dynamic Programming'', chapter in Bioreactors:
Design, Properties and Applications , ed. by Paolo G. Antolli and Zhiming Liu, Nova Publications, 2011, ISBN: 978-1-62100-164-5.
- ``Evolutionary Control of Helicopter Hovering Based on Genetic
Programming'' , in Intelligent Technologies and Techniques for
Pervasive Computing, ed. by Kostas Kolomvatsos, Christos
Anagnostopoulos and Stathes Hadjiefthymiades, IGI Global,
2013 (with Dimitrios Effraimidis)
- ``Genetic Programming as a Solver to Challenging Reinforcement
Learning Problems'', in Horizons in Computer Science Research, volume 8, ed. by Thomas S. Clary, Nova Publications, 2013, ISBN: 978-1-62417-413-1 (with D. Effraimidis and B. Nichols).
Technical Reports
- ``The Connection Machine Implementation and Programming'',
Technical Report DoC 92/5, Imperial College, 1992.
- ``Adaptive neuro-genetic control of chaos applied to the
attitude control problem'', Technical Report CSTR-96-11,
CNES-96-01, Department of Computer Science, Brunel University,
London, 1996.
- ``Bulk Synchronous Parallelisation of Genetic Programming'',
Technical Report CSTR-96-13, CNES-96-02, Department of Computer
Science, Brunel University, London, 1996 (with Simon Kent).
- ``Genetic Detumbling a Satellite'', Technical Report 9706,
Ecole Normale Superieure de Lyon, Laboratoire de l'Informatique du
Parallelisme, Lyon, France, 1997.
Books
-
Evolutionary Learning Algorithms for Neural Adaptive Control, Springer
Verlag, August 1997.
Last modified: Tue Dec 4 11:41:09 GMT 2012