Quelltext der Seite Michael O'Neill

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== Person ==
Prof '''Michael O'Neill''' ist ein irischer Computerwissenschaftler und der Erfinder des [http://www.grammatical-evolution.org/ Grammatical Genetic Programming]. Er ist Direktor der [http://ncra.ucd.ie/ Natural Computing Research & Applications Group], des [http://casl.ucd.ie/ Complex & Adaptive Systems Laboratory] und Lehrstuhlinhaber für Business Analytics an der [http://www.ucd.ie/business School of Business] am [http://www.ucd.ie/ University College Dublin] (Ireland).  

== Wissenschaftliche Tätigkeit ==

== Künstlerische Tätigkeit ==

== Publikationen ==
Umfassende Publikationsliste: http://www.ucd.ie/casl/people/principalinvestigators/oneillmichael/ > Publications

===2014===
Fenton M., McNally C., Byrne J., Hemberg E., [[James McDermott]], [[Michael O'Neill]] (2014) 'Automatic innovative truss design using grammatical evolution'. Automation in Construction.

[[Michael O'Neill]], Nicolau M., Agapitos A. (2014) Experiments in Program Synthesis with Grammatical Evolution: a focus on Integer Sorting. IEEE Congress on Evolutionary Computation

Tuite, C., [[Michael O'Neill]], Brabazon, A. (2014) The Relationship between Semantic Distance and Performance in Dynamic Symbolic Regression Problems. 20th International Conference on Soft Computing (Mendel 2014) Brno, Czech Republic, , 25-JUN-14 - 27-JUN-14

[[James McDermott]], Agapitos, A., Brabazon, A. and [[Michael O'Neill]] (2014) Geometric Semantic Genetic Programming for Financial Data. 16th European Conference on the Applications of Evolutionary Computation (EvoApps 2014) Granada, Spain, , 23-APR-14 - 25-APR-14

Agapitos, A., [[Michael O'Neill]] and Brabazon, A. (2014) Ensemble Bayesian Model Averaging in Genetic Programming. IEEE World Congress on Computational Intelligence (IEEE WCCI 2014) Beijing, , 06-JUL-14 - 11-JUL-14 , pp.2451-2458

Agapitos, A., [[James McDermott]], [[Michael O'Neill]] and Brabazon, A. (2014) Higher Order Functions for Kernel Regression. 17th European Conference on Genetic Programming (EuroGP 2014) Granada, Spain, , 23-APR-14 - 25-APR-14 , pp.1-12

===2013===
* Jonathan Byrne and Erik Hemberg and [[Michael O'Neill]] and Anthony Brabazon: [[A methodology for user directed search in evolutionary design]]. Genetic Programming and Evolvable Machines, 24(3), p. September, 287-314 2013. http://dx.doi.org/10.1007/s10710-013-9189-6

Fagan D., Hemberg E., [[Michael O'Neill]], McGarraghy S. (2013) Understanding Expansion Order and Phenotypic Connectivity in piGE. EuroGP 2013 the 16th European Conference on Genetic Programming

Pham T.A., Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]] (2013) Examining the Diversity Property of Semantic Similarity based Crossover. EuroGP 2013 the 16th European Conference on Genetic Programming

Tuite, C., Agapitos, A., [[Michael O'Neill]] and Brabazon, A. (2013) Towards a Dynamic Benchmark for Genetic Programming. Genetic and Evolutionary Computation Conference (GECCO 2013) Amsterdam, , 06-JUL-13 - 10-JUL-13

Fenton, M, McNally, C & [[Michael O'Neill]] (2013) The Interaction between Objectives and Constraints in Evolutionary Structural Engineering Optimisation. 12th U.S. National Congress on Computational Mechanics (USNCCM12) Raleigh, North Carolina, , 22-JUL-13 - 25-JUL-13

Agapitos, A., [[Michael O'Neill]] and Brabazon, A. (2013) Adaptive Distance Metrics for Nearest Neighbour Classification based on Genetic Programming. 16th European Conference on Genetic Programming (EuroGP 2013) Vienna, , 03-APR-13 - 05-APR-13

===2012===
* [[Jonathan Byrne]], [[Erik Hemberg]], [[Anthony Brabazon]], [[Michael O'Neill]]: [[A Local Search Interface for Interactive Evolutionary Architectural Design]]. In: EvoMUSART 2012, 23-34. DOI: http://link.springer.com/10.1007/978-3-642-29142-5_3 http://ncra.ucd.ie/papers/localsearchinterface.pdf

* Noor Shaker and Miguel Nicolau and Georgios N. Yannakakis and Julian Togelius and [[Michael O'Neill]]: [[Evolving Levels for Super Mario Bros Using Grammatical Evolution]]. In: IEEE Conference on Computational Intelligence and Games CIG 2012, pp. 304-311, IEEE, 11-14 September 2012. DOI: http://dx.doi.org/10.1109/CIG.2012.6374170

Byrne J., Hemberg E., [[Michael O'Neill]], Brabazon A. (2013) [[A Methodology for User Directed Search in Evolutionary Design]]. Genetic Programming and Evolvable Machines, 14 (3):287-314.

[[James McDermott]], Swafford, JM, Hemberg, M, Byrne, J, Hemberg, E, Fenton, M, McNally, C, Shotton, E, & [[Michael O'Neill]]; (2012) 'Advantages and limitations of string-rewriting grammars in evolutionary architectural design'. Environment and Planning B: Planning and Design, 39 (4):713-731. DOI: http://dx.doi.org/doi:10.1068/b38037

Fagan D., Hemberg E., [[Michael O'Neill]], McGarraghy S. (2012) Fitness Reactive Mutation in Grammatical Evolution. Mendel 2012 the 18th International Conference on Soft Computing Brno, Czech Republic, , 27-JUN-13 - 29-JUN-13

Shaker N., Yannakakis G.N., Togelius J., Nicolau M., [[Michael O'Neill]] (2012) [[Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution]]. Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-12)

Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]], Agapitos A. (2012) An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. EuroGP 2012 the 15th European Conference on Genetic Programming

Swafford, J.M., Hemberg, E., [[Michael O'Neill]] and Brabazon, A. (2012) Analyzing Module Usage in Grammatical Evolution. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taromina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.347-356

Agapitos, A., [[Michael O'Neill]] and Brabazon, A. (2012) Controlling Overfitting in Symbolic Regression based on a Bias/Variance Error Decomposition. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taormina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.438-447

Swafford, J.M., [[Michael O'Neill]], Hemberg, E., Nicolau, M. and Brabazon, A. ; (2012) Comparing Methods for Module Identification in Grammatical Evolution. In: T. Soule et al eds. Genetic and Evolutionary Computation Conference (GECCO 2012) Philadelphia, USA, , 07-JUL-12 - 11-JUL-12

Nicolau, M., [[Michael O'Neill]] and Brabazon, A.; (2012) Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails. World Congress on Computational Intelligence Brisbane, Australia, , 10-JUN-12 - 15-JUN-12

Loughran R., Walker J., [[Michael O'Neill]] (2012) [[Genetic Programming for Musical Instrument Identification]]. [[EvoMUSART 2012]] European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design

===2011===
* [[Jonathan Byrne | Byrne, Jonathan]]; [[Michael Fenton | Fenton, Michael]]; [[James McDermott]]; [[Michael O'Neill]]; [[Ciaran McNally | McNally, Ciaran]]; [[Elizabeth Shotton | Shotton, Elizabeth]]: [[Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design]]. In: [[EvoMUSART 2011]], 204-213. DOI: http://link.springer.com/10.1007/978-3-642-20520-0_21 http://ncra.ucd.ie/papers/multiDesign.pdf

Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]], McKay R.I., Galvan-Lopez E.; (2011) 'Semantically-based Crossover in Genetic Programming: Application to Real-Valued Symbolic Regression'. Genetic Programming and Evolvable Machines, 12 (2):91-119.

Galvan-Lopez E., [[James McDermott]], [[Michael O'Neill]], Brabazon A.; (2011) 'Defining locality as a problem difficulty measure in genetic programming'. Genetic Programming and Evolvable Machines, 12 (4):365-401.

[[Michael O'Neill]], Nicolau, M. and Brabazon, A. ; (2011) Dynamic Environments Can Speed Up Evolution with Genetic Programming. Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, Ireland, , 12-JUL-11 - 16-JUL-11

Nguyen Q.U., Murphy E., [[Michael O'Neill]], Nguyen X.H. ; (2011) Semantic-based Subtree Crossover Applied to Dynamic Problems. KSE 2011 The Third International Conference on Knowledge and Systems Engineering Hanoi, Vietnam,

Pospichal P., Murphy E., [[Michael O'Neill]], Jaros J., Schwarz J.; (2011) Acceleration of Grammatical Evolution Using Graphics Processing Units. GECCO 2011: ACM Genetic and Evolutionary Computation Conference CIGPU Workshop Dublin, Ireland,

Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]]; (2011) Examining the Landscape of Semantic Similarity based Mutation. GECCO 2011: ACM Genetic and Evolutionary Computation Conference Dublin, Ireland,

Byrne J., Fenton M., [[James McDermott]], Hemberg E., [[Michael O'Neill]], McNally C., Shotton E. ; (2011) [[Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design]]. [[EvoMUSART 2011]] 9th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design Torino, Italy,

Murphy, E., [[Michael O'Neill]] and Brabazon, A. ; (2011) Examining Mutation Landscapes In Grammar Based Genetic Programming. 14th European Conference on Genetic Programming (EuroGP 2011) Turino, Italy, , 27-APR-11 - 29-JAN-11 , pp.130-141

Swafford, J,. M., [[Michael O'Neill]], Nicolau, M. and Brabazon, A.; (2011) Exploring Grammatical Modiﬁcation with Modules in Grammatical Evolution. 14th European Conference on Genetic Programming (EuroGP 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.310-321

Perez, D., Nicolau, M., [[Michael O'Neill]] and Brabazon, A. ; (2011) [[Evolving Behaviour Trees for the Mario Bros Game Using Grammatical Evolution]]. 3rd European event on bio-inspired algorithms in games (EvoGames 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.123-132

Agapitos, A., [[Michael O'Neill]] and Brabazon, A.; (2011) Stateful Program Representations for Evolutionary Sequence Learning. Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11

Tuite, C., Agapitos, A., [[Michael O'Neill]] and Brabazon, A.; (2011) Early Stopping Criteria to Counteract Overfitting in Genetic Programming. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11

Murphy, E., [[Michael O'Neill]] and Brabazon, A.; (2011) A Comparison of GE and TAGE in Dynamic Environments. Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11 , pp.1387-1394

Perez, D., Nicolau, M., [[Michael O'Neill]] and Brabazon, A.; (2011) [[Reactiveness and Navigation in Computer Games: Different Needs, Different Approaches]]. 2011 IEEE Conference on Computational Intelligence and Games , 31-AUG-11 - 02-SEP-11 , pp.273-280

Swafford, J. M., Hemberg, E., [[Michael O'Neill]], Nicolau, M. and Brabazon, A. ; (2011) A Non-Destructive Grammar Modification Approach to Modularity in Grammatical Evolution. Genetic and Evolutionary Computation Conference (GECCO 2011) , 12-JUL-11 - 16-JUL-11 , pp.1411-1418

Fagan, D., Nicolau, M., Hemberg, E., [[Michael O'Neill]] and Brabazon, A. ; (2011) Dynamic Ant: Introducing a New Benchmark for Genetic Programming in Dynamic Environments. Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, Ireland, , 12-JUL-11 - 16-JUL-11

===2010===
[[Michael O'Neill]], [[James McDermott]], Swafford, J.M., Byrne, J., Hemberg, E., Shotton, E., McNally, C., Brabazon, A., & Hemberg, M.; (2010) [[Evolutionary Architectural Design using Grammatical Evolution and Shape Grammars: A Single Person Shelter Design Challenge]]. International Journal of Design Engineering, 3 (1):4-24. DOI: http://dx.doi.org/10.1504/IJDE.2010.032820

Hugosson J., Hemberg E., Brabazon A., [[Michael O'Neill]]; (2010) 'Genotype Representations in Grammatical Evolution'. Applied Soft Computing, 10 :36-43.

Hugosson, J., Hemberg, E., Brabazon, A. and [[Michael O'Neill]]; (2010) 'An investigation of the mutation operator using different representations in Grammatical Evolution'. Applied Soft Computing, 10 (1):36-43. DOI: http://dx.doi.org/http://dx.doi.org/10.1016/j.asoc.2009.05.003

[[James McDermott]], Griffith N., [[Michael O'Neill]]; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. Available Online

McKay, R.I., Nguyen X.H., Whigham, P.A., Shan, Y., [[Michael O'Neill]]; (2010) 'Grammar-based Genetic Programming: A Survey'. Genetic Programming and Evolvable Machines, 11 (3). DOI: http://dx.doi.org/:%2010.1007/s10710-010-9109-y

Nguyen Q.U., Nguyen T.H., Nguyen X.H., [[Michael O'Neill]]; (2010) Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover. EuroGP 2010 the 13th European Conference on Genetic Programming

Galvan-Lopez, G., Swafford, J. M., [[Michael O'Neill]] and Brabazon, A.; (2010) [[Evolving a Ms. PacMan Controller Using Grammatical Evolution]]. 2nd European Workshop on Bio-inspired Algorithms in Games (EvoGames 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10

Shao, J., [[James McDermott]], [[Michael O'Neill]] and Brabazon, A.; (2010) [[Jive: A Generative, Interactive, Virtual, Evolutionary Music System]]. In: Lecture Notes in Computer Science Vol. 6025, Springer eds. 8th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design (Evo MUSART 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.341-350

Byrne, J., [[James McDermott]], [[Michael O'Neill]] and Brabazon, A.; (2010) An analysis of the behaviour of mutation in Grammatical Evolution. In: Lecture Notes in Computer Science Vol. 6021, Springer eds. 13th European Conference on Genetic Programming (EuroGP 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.14-25

Fagan, D, [[Michael O'Neill]], Galvan-Lopez, E., Brabazon, A. and McGarraghy, S. ; (2010) An Analysis of Genotype-Phenotype Maps in Grammatical Evolution. In: Lecture Notes in Computer Science Vol. 6021, Springer eds. 13th European Conference on Genetic Programming (EuroGP 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.62-73

Murphy J.E., Carr H., [[Michael O'Neill]]; (2010) Animating Horse Gaits and Transitions. EuroGraphics UK Theory and Practice of Computer Graphics 2010

Byrne J., O'Neill M., Brabazon A. ; (2010) Optimising Offensive Moves in Toribash. Proceedings of Mendel 2010 16th International Conference on Soft Computing

Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]], McKay B.; (2010) The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming. 11th International Conference on Parallel Problem Solving From Nature

Byrne J., [[James McDermott]], Galvan-Lopez E., [[Michael O'Neill]]; (2010) [[Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design]]. IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Computation

Swafford J.M., [[Michael O'Neill]]; (2010) [[An Examination on the Modularity of Grammars in Grammatical Evolutionary Design]]. IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Computation

Nguyen Q.U., McKay R.I., [[Michael O'Neill]], Nguyen X.H. ; (2010) Self-Adapting Semantic Sensitivities for Semantic Similarity Based Crossover. IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Comptuation

Nguyen Q.U., Nguyen X.H., McKay R.I., [[Michael O'Neill]]; (2010) Semantics Based Crossover for Boolean Problems. GECCO 2010 Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation

[[James McDermott]], [[Michael O'Neill]] and Brabazon, A.; (2010) Interactive Interpolating Crossover in Grammatical Evolution. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.3018-3025

[[James McDermott]], Byrne, J., Swafford, J.M., [[Michael O'Neill]] and Brabazon, A.; (2010) [[Higher-Order Functions in Aesthetic EC Encodings]]. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.2816-2823

Murphy, E., [[Michael O'Neill]], Galvan-Lopez, E. and Brabazon, A.; (2010) Tree-Adjunct Grammatical Evolution. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.4449-4456

Galvan-Lopez, E., Fagan, D., Murphy, E., Swafford, J. M., Agapitos, A., [[Michael O'Neill]] and Brabazon, A. ; (2010) Comparing the Performance of the Evolvable PiGrammatical Evolution Genotype-Phenotype Map to Grammatical Evolution in the Dynamic Ms. Pac-Man Environment. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.1587-1594

Galvan-Lopez, E., [[James McDermott]], [[Michael O'Neill]] and Brabazon, A. ; (2010) Defining Locality in Genetic Programming to Predict Performance. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.1828-1835

Galvan, E., [[James McDermott]], [[Michael O'Neill]] and Brabazon, A.; (2010) Towards an Understanding of Locality in Genetic Programming. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010) Portland, Oregon, , 07-JUL-10 - 11-JUL-10 , pp.901-908

Fagan, D., Nicolau, M., [[Michael O'Neill]], Galvan-Lopez, E. and Brabazon, A; (2010) Investigating Mapping Order in piGE. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.3058-3064

===2009===
* Dempsey, I., [[Michael O'Neill]], Brabazon, A.; (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer. 

Fan, K., Brabazon, A., O'Sullivan, C. and [[Michael O'Neill]]; (2009) 'A comparative study of the canonical genetic algorithm and a real-valued quantum-inspired evolutionary algorithm'. International Journal of Intelligent Computing and Cybernetics, 2 (3):494-512. 

Galvan-Lopez, E., [[Michael O'Neill]] and Brabazon, A. ; (2009) Towards Understanding the Effects of Locality in Genetic Programming. 8th Mexican International Conference on Artificial Intelligence ( MICAI0 ) Guanajuato, Mexico, , 09-NOV-09 - 13-NOV-09 , pp.9-14

Nguyen Q.U., [[Michael O'Neill]], Nguyen X.H., McKay R.I., Galvan-Lopez E.; (2009) Semantic Similarity based Crossover in GP: The case for Real-valued Function Regression. EA'09 Evolution Artificielle

Hemberg E., [[Michael O'Neill]], Brabazon A. ; (2009) An investigation into automatically defined function representations in Grammatical Evolution. Mendel 2009 15th International Conference on Soft Computing

Nguyen Q.U., Nguyen X.H., [[Michael O'Neill]]; (2009) Semantics Based Mutation in Genetic Programming: The case for real-valued symbolic regression. Mendel 2009 15th International Conference on Soft Computing

Murphy J, [[Michael O'Neill]], Carr H,; (2009) Gait Optimisation for Distinct Horse Models Using Grammatical Evolution. MENDEL 2009: 15th International Conference on Soft Computing

Galvan E., [[Michael O'Neill]]; (2009) On the Effects of Locality in a Permutation Problem: The Sudoku Puzzle. IEEE Symposium in Computational Intelligence and Games (CIG 2009)

Byrne, J., [[Michael O'Neill]], [[James McDermott]], Brabazon, A.; (2009) Structural and Nodal Mutation in Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2009 Montreal, Canada, , 08-JUL-09 - 12-JUL-09

[[Michael O'Neill]], Swafford, J. M., [[James McDermott]], Byrne, J., Brabazon, A., Shotton, E., McNally, C., and Hemberg, M. ; (2009) [[Shape Grammars and Grammatical Evolution for Evolutionary Design]]. Genetic and Evolutionary Computation Conference (GECCO 2009) Montreal, Canada, , 08-JUL-09 - 12-JUL-09

Nguyen, Q.U., Nguyen, X.H., [[Michael O'Neill]]; (2009) Semantic Aware Crossover for Genetic Programming: the case for real-valued function regression. EuroGP 2009 the 12th European Conference on Genetic Programming Tubingen, Germany, , 15-APR-09 - 17-APR-09

Reddin, J., [[James McDermott]], Brabazon, A., [[Michael O'Neill]]; (2009) [[Elevated Pitch: Automated Grammatical Evolution of Short Compositions]]. 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design  Tubingen, Germany, , 15-APR-09 - 17-APR-09 Available Online

Byrne, J., [[Michael O'Neill]], Hemberg, E., Brabazon, A.; (2009) Analysis of Constant Creation Techniques on the Binomial-3 Problem in Grammatical Evolution. IEEE Congress on Evolutionary Computation Trondheim, Norway, , 18-MAY-09 - 21-MAY-09

Byrne, J., [[Michael O'Neill]], [[James McDermott]] and Brabazon, A. ; (2009) Structural and Nodal Mutation in Grammatical Evolution. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2009) Montreal, Canada, , 08-JUL-09 - 12-JUL-09

[[Michael O'Neill]], Swafford, J.M., [[James McDermott]], Byrne, J., Brabazon, A., Shotton, E., McNally, C. & Hemberg, M.; (2009) [[Shape Grammars and Grammatical Evolution for Evolutionary Design]]. Genetic and Evolutionary Computation Conference (GECCO) Montreal, Canada, , 10-JUL-09 - 12-JUL-09

Loughran R., Walker J., [[Michael O'Neill]]; (2009) [[An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification]]. Irish Signals and Systems Conference

===2008===
[[Michael O'Neill]], Hemberg, E., Gilligan, C., Bartley, E., [[James McDermott]], Brabazon, A.; (2008) 'GEVA: Grammatical Evolution in Java'. ACM SIGEVOlution, 3 (2):17-23. http://www.sigevolution.org/issues/pdf/SIGEVOlution200802.pdf

* [[Michael O'Neill]], Brabazon, A.: [[Evolving a Logo Design using Lindenmayer Systems, Postscript & Grammatical Evolution]]. In: Evolutionary Computation, pp. 3788–3794 (June 2008). DOI: http://dx.doi.org/10.1109/CEC.2008.4631311  http://ncra.ucd.ie/logodesign.pdf

Hemberg, E., [[Michael O'Neill]] and Brabazon, A.; (2008) Grammatical Bias and Building Blocks in Meta-grammar Grammatical Evolution. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3776-3783

Fan, K., Brabazon, A. and [[Michael O'Neill]]; (2008) Benchmarking the Performance of the Real-valued Quantum-inspired Evolutionary Algorithm. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3079-3085

[[Michael O'Neill]], Brabazon, A. and Hemberg, E.; (2008) Subtree Deactivation Control with Grammatical Genetic Programming. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3769-3775

Hemberg, E., [[Michael O'Neill]] and Brabazon, A.; (2008) Altering Search Rates of the Meta and Solution Grammars in the mGGA . In: O'Neill, M., Vanneschi, L. et al eds. 11th European Conference on Genetic Programming (EuroGP 2008) Naples, Italy, , 26-MAR-08 - 28-MAR-08

Hemberg, E., McPhee, N., [[Michael O'Neill]] and Brabazon, A.; (2008) Pre-, In- and Postfix grammars for Symbolic Regression in Grammatical Evolution. IEEE Workshop and Summer School on Evolutionary Computing Derry, Ireland, , pp.18-22

Kreutzer C., Walker, J., [[Michael O'Neill]]; (2008) [[Time Domain Attack and Release Modeling Applied to Spectral Domain Sound Synthesis]]. SIGMAP 2008 International Conference on Signal Processing and Multimedia Applications Porto, Portugal,

Murphy, J.E., Carr, H., [[Michael O'Neill]]; (2008) Grammatical Evolution for Gait Retargeting. Sixth Theory and Practice of Computer Graphics TPCG08 Eurographics University of Manchester, UK,

Loughran R., Walker J., O'Farrell M., [[Michael O'Neill]]; (2008) [[Comparison of Features in Musical Instrument Identification Using Artificial Neural Networks]]. Computer Music Modelling and Retrieval CMMR 2008 Copenhagen, Denmark,

Loughran R., O'Farrell M., Walker J., [[Michael O'Neill]]; (2008) [[Musical Instrument Identification Using Principal Component Analysis and Multi Layered Perceptrons]]. IEEE International Conference on Audio, Language and Image Processing Shanghai, China,

Kreutzer C., Walker J., [[Michael O'Neill]]; (2008) [[A Parametric Model for Spectral Sound Synthesis of Musical Sounds]]. IEEE International Conference on Audio, Language and Image Processing Shanghai, China,

Piccand S., [[Michael O'Neill]], Walker J.; (2008) On the Scalability of Particle Swarm Optimisation. IEEE World Congress on Computational Intelligence Hong Kong,

[[James McDermott]], Griffith N., [[Michael O'Neill]]; (2008) [[New Generation Methods in an Interpolating EC Synthesizer Interfac]]. [[EvoMUSART 2008]] The Sixth European Workshop on Evolutionary Music and Art Naples, Italy, , 26-MAR-08 - 28-MAR-08

===2007===
[[James McDermott]], [[Niall J. L. Griffith]], [[Michael O’Neill]]: [[Evolutionary Computation Applied to Sound Synthesis]]. In: [[Juan Romero]]; [[Penousal Machado]]: [[The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music]]. Springer, Berlin, 2007, S. 81-101 DOI: http://link.springer.com/chapter/10.1007/978-3-540-72877-1_4

Dempsey I., [[Michael O'Neill]], Brabazon A. ; (2007) 'Constant Creation with Grammatical Evolution'. JOURNAL OF INNOVATIVE COMPUTING AND APPLICATIONS, 1 (1).

Hemberg E., Gilligan C., [[Michael O'Neill]], Brabazon A. ; (2007) A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms. EuroGP . In: Ebner M., O'Neill M., Ekart A., Vanneschi L., and Esparcia Alcazar A eds. Tenth European Conference on Genetic Programming Valencia, Spain,

Hugosson, J., Hemberg, E., Brabazon, A., [[Michael O'Neill]]; (2007) An investigation of the mutation operator using different representations in Grammatical Evolution. 2nd International Symposium Advances in Artificial Intelligence and Applications (AAIA 2007) Wisla, Poland, , 15-OCT-07 - 17-OCT-07 , pp.409-419

[[James McDermott]], Griffith N., [[Michael O'Neill]]; (2007) [[Evolutionary GUIs for Sound Synthesis]]. [[EvoMUSART 2007]] The 5th European Workshop on Evolutionary Music and Art

Brabazon A., Silva A., de Sousa T.F., Matthews R., [[Michael O'Neill]], Costa E. ; (2007) 'Simulating Product Invention using InventSim' In: Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., Costa E. ; (eds). Handbook of Research on Nature Inspired Computing for Economy and Management. Hershey, PA: Idea Group. , pp.379-394

Brabazon A., [[Michael O'Neill]] (2007) 'Classification with piGrammatical Evolution. Studies in Computational Intelligence: Knowledge-Driven Computing' In: Brabazon A., O'Neill M. ; (eds). Knowledge Engineering and Intelligent Computations. Berlin Heidleberg: Springer.

===2006===
[[Michael O'Neill]], Brabazon A. ; (2006) 'Grammatical Swarm: The Generation of Programs by Social Programming'. Natural Computing, 5 (4):443-462.

[[Michael O'Neill]], Brabazon A.; (2006) Grammatical Differential Evolution. International Conference on Artificial Intelligence (ICAI'06)

[[Michael O'Neill]], Brabazon, A.; (2006) Self-Organizing Swarm (SoSwarm): A Particle Swarm Algorithm for Unsupervised Learning. IEEE World Congress on Computational Intelligence

[[Michael O'Neill]], Brabazon A. ; (2006) Self-Organizing Swarm (SoSwarm). Congress on Evolutionary Computation 2006

Brabazon A., [[Michael O'Neill]]; (2006) Classification using the SOSwarm algorithm. Third International Conference on Computational Management Science

[[James McDermott]], Griffith N., [[Michael O'Neill]]; (2006) [[Timbral, Perceptual and Statistical Attributes for Synthesized Sound]]. International Computer Music Conference New Orleans

[[Michael O'Neill]], Leahy F., Brabazon A.; (2006) 'Grammatical Swarm: A variable-length Particle Swarm Algorithm' In: O'Neill M., Leahy F., Brabazon A.; (eds). Swarm Intelligent Systems. Berlin Heidleberg: Springer. , pp.59-74

Dempsey I., Brabazon A., [[Michael O'Neill]] (2006) 'A Grammatical Genetic Programming Representation for Radial Basis Function Networks' In: Dempsey I., Brabazon A., O'Neill M. ; (eds). Engineering Evolutionary Intelligent Systems. Berlin Heidleberg: Springer-Verlag.
===2005===
Brabazon A., Silva A. and [[Michael O'Neill]]; (2005) Agent Based Modelling of Product Invention. Genetic and Evolutionary Computation Conference GECCO 2005

Amarteifio S., [[Michael O'Neill]]; (2005) Evolving Antibodies for XMLGE. Congress on Evolutionary Computation CEC 2005

[[Michael O'Neill]], Brabazon, A.; (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05

[[Michael O'Neill]], Adley C., Brabazon A.; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium (Poster) Dublin City University,

[[James McDermott]], Griffith N. and [[Michael O'Neill]]; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005

Dempsey I., [[Michael O'Neill]] and Brabazon A.; (2005) meta-Grammar Constant Creation with Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2005

Cleary R., [[Michael O'Neill]]; (2005) An Attribute Grammar Decode for the 0/1 Multiconstrained Knapsack Problem European Conference on Evolutionary Combinatorial Optimisation EvoCOP 2005

Brabazon A., Silva A., de Sousa T.F., [[Michael O'Neill]], Matthews R. and Costa E.; (2005) A Memetic Model of Product Invention. Congress on Evolutionary Computation CEC 2005

Brabazon A., Silva A., de Sousa T.F., O'Neill M. and Costa E.; (2005) 'Simulating the Strategic Adaptation of Organisations using OrgSwarm' In: Brabazon A., Silva A., de Sousa T.F., O'Neill M. and Costa E.; (eds). Handbook of Bioinspired Algorithms and Applications. Chapman and Hall.

===2004===
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E. ; (2004) Investigating Organizational Strategic Inertia Using a Particle Swarm Model Congress on Evolutionary Computation CEC 2004

Brabazon A., Silva A., de Sousa T.F., [[Michael O'Neill]], Matthews R. and Costa E.; (2004) A Particle Swarm Model of Organizational Adaptation Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 , pp.12-23

Brabazon A., Silva A., de Sousa T.F., [[Michael O'Neill]], Matthews R. and Costa E.; (2004) OrgSwarm - A Particle Swarm Model of Organizational Adaptation. 11th International Conference on Neural Information Processing

Dempsey I., [[Michael O'Neill]] and Brabazon A.; (2004) Grammatical Constant Creation. Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 , pp.447-458

[[Michael O'Neill]], Brabazon A. and Adley C.; (2004) The Automatic Generation of Programs for Classification Problems with Grammatical Swarm. Congress on Evolutionary Computation CEC 2004

Amarteifio S., [[Michael O'Neill]]; (2004) An Evolutionary Approach to Complex System Regulation using Grammatical Evolution. Artificial Life 9

[[Michael O'Neill]] and Brabazon A. ; (2004) Grammatical Swarm. Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04

Brabazon A., Matthews R. and [[Michael O'Neill]]; (2004) 'Grammar, Representations, Mental Maps and Corporate Strategy' In: Gardner, C., Biberman, J. and Alkhafaji, A., Saline (eds). Business Research Yearbook. McNaughton & Gunn.

Brabazon A., Silva A., de Sousa T.F., [[Michael O'Neill]], Matthews R. and Costa E.; (2004) 'A particle swarm model of strategic adaptation' In: Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (eds). Business Research Yearbook. McNaughton & Gunn.

===2003===
* [[Michael O'Neill]], Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers. 

[[Michael O'Neill]], Ryan, C., Keijzer, M., Cattolico, M.; (2003) 'Crossover in Grammatical Evolution'. Genetic Programming and Evolvable Machines, 4 (1):67-93.

[[Michael O'Neill]], Dempsey I., Brabazon A, Ryan C. ; (2003) Analysis of a Digit Concatenation Approach to Constant Creation. European Conference on Genetic Programming EuroGP 2003 173-182 LNCS 2610 Springer Essex, UK, , pp.173-182

Brabazon A., [[Michael O'Neill]] and Matthews R. ; (2003) Representations and Mental Maps: Insights into Strategy. British Academy of Management Annual Conference 2003

===2002===
* Ryan C., [[Michael O'Neill]] (2002) How to do anything with grammars. Workshops

* [[Michael O'Neill]], and Ryan C.; (2002) Investigations into Memory in Grammatical Evolution. Workshops

Nicolau M., Ryan C., [[Michael O'Neill]] (2002) Genetic Algorithms using Grammatical Evolution. Evolution European Conference on Genetic Programming EuroGP 2002 278-287 LNCS 2278 Springer Kinsale, Ireland, , pp.278-287

Ryan C., Azad A., Sheahan A., [[Michael O'Neill]] (2002) No Coercion and No Prohibition. European Conference on Genetic Programming EuroGP 2002 131-141 LNCS 2278 Springer Kinsale, Ireland, , pp.131-141

Brabazon A., O[[Michael O'Neill]], Ryan C., Matthews R. ; (2002) Evolving classifiers to model the relationships between strategy and corporate performance using grammatical evolution. European Conference on Genetic Programming EuroGP 2002 103-112 LNCS 2278 Springer Kinsale, Ireland, , pp.103-112

Brabazon A., [[Michael O'Neill]], Matthews R., Ryan C. ; (2002) Grammatical Evolution and Corporate Failure Prediction. Genetic and Evolutionary Computation Conference GECCO. Morgan Kaufmann New York, NY, USA, , pp.1011-1018

Keijzer M., [[Michael O'Neill]], Ryan C., Cattolico M. ; (2002) Grammatical Evolution Rules: The mod and The Bucket Rule. European Conference on Genetic Programming EuroGP 2002 123-130 LNCS 2278 Springer Kinsale, Ireland, , pp.123-130

===2001===
* O'Neill M. ; (2001) [[Automatic Programming in an Arbitrary Language: Evolving Programs with Grammatical Evolution]]. Dissertations/Theses. http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/oneill/MichaelONeillThesis.ps.gz

[[Michael O'Neill]], M., Ryan, C.; (2001) 'Grammatical Evolution'. IEEE Transactions on Evolutionary Computation, 5 (4):349-358.

[[Michael O'Neill]], Ryan C., Keijzer M., Cattolico M. ; (2001) Crossover in Grammatical Evolution: The Search Continues. European Conference on Genetic Programming EuroGP 2001 337-347 LNCS 2038 Springer Lake Como, Italy, , pp.337-347

[[Michael O'Neill]], Ryan C., Nicolau M. ; (2001) Grammar Defined Introns: An Investigation into Grammars, Introns, and Bias in Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2001 San Francisco, CA, USA, , pp.97-103

Keijzer M., Ryan C., [[Michael O'Neill]], Cattolico M. ; (2001) Ripple Crossover in Genetic Programming European Conference on Genetic Programming EuroGP 2001 74-86 LNCS 2038 Springer Lake Como, Italy, , pp.74-86

===2000===
Collins J.J., [[Michael O'Neill]]; (2000) Visualisation of Evolutionary Algorithms using Principal Components Analysis. Fifth International Symposium on Artificial Life and Robotics AROB Japan, , pp.247-250

[[Michael O'Neill]], Ryan C.; (2000) Grammar based function definition in Grammatical Evolution. 2nd Genetic and Evolutionary Computation Conference GECCO Las Vegas, USA, , pp.485-490

[[Michael O'Neill]], Collins J.J., Ryan C. ; (2000) Automatic Programming of Robots. Artificial Intelligence and Cognitive Science AICS

[[Michael O'Neill]], Ryan C. ; (2000) Crossover in Grammatical Evolution: A Smooth Operator? EuroGP 2000 European Conference on Genetic Programming , pp.149-162

===1999===
[[Michael O'Neill]], Ryan C. ; (1999) Automatic Generation of Programs with Grammatical Evolution. Artificial Intelligence and Cognitive Science AICS University College Cork, Ireland,

[[Michael O'Neill]], Ryan C. ; (1999) Genetic Code Degeneracy: Implications for Grammatical Evolution and Beyond. Fifth European Conference on Artificial Life, Springer , pp.149-153

[[Michael O'Neill]], Ryan C. ; (1999) Under the Hood of Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 1999 Banzhaf Orlando, Florida, USA,

[[Michael O'Neill]], Ryan C. ; (1999) An Intelligent System Based on the Human Immune System. Cognitive Science for the New Millenium (Poster) University College Dublin, Ireland,

===1998===
Ryan C., [[Michael O'Neill]], Collins J.J.; (1998) Grammatical Evolution: Solving Trigonometric Identities. Mendel 4th International Mendel Conference on Genetic Algorithms, Optimisation Problems, Fuzzy Logic, Neural Networks, Rough Sets Brno, Czech Republic, , pp.111-119

Ryan C., Collins J.J., [[Michael O'Neill]] (1998) Grammatical Evolution: Evolving Programs for an Arbitrary Language. EuroGP'98 First European Workshop on Genetic Programming Paris, France, , pp.83-96

Ryan C., [[Michael O'Neill]] (1998) Grammatical Evolution: A Steady State approach. Second International Workshop on Frontiers in Evolutionary Algorithms Research Triangle Park, North Carolina, USA, , pp.419-423
      

== Externe Links ==
http://ncra.ucd.ie/Site/oneillm.html 

http://www.ucd.ie/casl/people/principalinvestigators/oneillmichael/

http://www.researchgate.net/researcher/18303977_Michael_ONeill

m [dot] oneill [at] ucd [dot] ie

http://www.grammatical-evolution.org/

[https://www.flickr.com/photos/gbachelier/sets/72157604170771944/ Mitglied] der [https://www.flickr.com/photos/gbachelier/collections/72157604123750497/ Masterminds of Genetic Programming]

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