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== Person ==
 
== Person ==
Prof '''Michael O'Neill''' ist ein irischer Computerwissenschaftler und einer 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).   
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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 ==
 
== Wissenschaftliche Tätigkeit ==
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== Publikationen ==
 
== Publikationen ==
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Umfassende Publikationsliste: http://www.ucd.ie/casl/people/principalinvestigators/oneillmichael/ > Publications
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===2014===
 
===2014===
===2013===
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Fenton M., McNally C., [[Jonathan Byrne]], [[Erik Hemberg]], [[James McDermott]], [[Michael O'Neill]] (2014) 'Automatic innovative truss design using grammatical evolution'. Automation in Construction.
* 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
 
  
===2012===
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[[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
* [[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
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Tuite, C., [[Michael O'Neill]], [[Anthony Brabazon]] (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
  
===2011===
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[[James McDermott]], Agapitos, A., [[Anthony Brabazon]] 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
* [[Jonathan Byrne | Byrne, Jonathan]]; [[Michael Fenton | Fenton, Michael]]; [[James McDermott | McDermott, James]]; [[James McDermott | McDermott, James]]; [[Michael O'Neill | O'Neill, Michael]]; [[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
 
  
===2010===
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Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
===2009===
 
* Dempsey, I., O'Neill, M., Brabazon, A.; (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer.  
 
  
===2008===
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Agapitos, A., [[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
===2007===
 
===2006===
 
===2005===
 
===2004===
 
===2003===
 
* O'Neill M., Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. *: Kluwer Academic Publishers.  
 
  
===2002===
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===2013===
===2001===
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* [[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 http://ncra.ucd.ie/papers/interactivedesign.pdf
* 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
 
  
===2000===
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Fagan D., [[Erik Hemberg]], [[Michael O'Neill]], McGarraghy S. (2013) Understanding Expansion Order and Phenotypic Connectivity in piGE. EuroGP 2013 the 16th European Conference on Genetic Programming
  
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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
  
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Tuite, C., Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (2013) Towards a Dynamic Benchmark for Genetic Programming. Genetic and Evolutionary Computation Conference (GECCO 2013) Amsterdam, , 06-JUL-13 - 10-JUL-13
  
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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
  
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Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
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===2012===
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* [[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
  
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* 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 http://julian.togelius.com/Shaker2012Evolving.pdf
  
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* Noor Shaker, 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) http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.348.6096 https://www.aaai.org/ocs/index.php/AIIDE/AIIDE12/paper/view/5448/5700 http://noorshaker.com/docs/PCGGE.pdf
  
Peer Reviewed Journals
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* [[James McDermott]], Swafford, JM, Hemberg, M, [[Jonathan Byrne]], [[Erik Hemberg]], 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
  
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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
  
Fenton M., McNally C., Byrne J., Hemberg E., JMcDermott J., O'Neill M. (2014) 'Automatic innovative truss design using grammatical evolution'. Automation in Construction, .
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Fagan D., [[Erik Hemberg]], [[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
  
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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
  
Byrne J., Hemberg E., O'Neill M., Brabazon A. (2013) 'A Methodology for User Directed Search in Evolutionary Design'. Genetic Programming and Evolvable Machines, 14 (3):287-314.
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Swafford, J.M., [[Erik Hemberg]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
McDermott, J, Swafford, JM, Hemberg, M, Byrne, J, Hemberg, E, Fenton, M, McNally, C, Shotton, E, & O'Neill, M; (2012) 'Advantages and limitations of string-rewriting grammars in evolutionary architectural design'. Environment and Planning B: Planning and Design, 39 (4):713-731. [DOI]
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Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
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Swafford, J.M., [[Michael O'Neill]], [[Erik Hemberg]], Nicolau, M. and [[Anthony Brabazon]] (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
  
Nguyen Q.U., Nguyen X.H., O'Neill M., 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.
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Nicolau, M., [[Michael O'Neill]] and [[Anthony Brabazon]] (2012) Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails. World Congress on Computational Intelligence Brisbane, Australia, , 10-JUN-12 - 15-JUN-12
  
Galvan-Lopez E., McDermott J., O'Neill M., Brabazon A.; (2011) 'Defining locality as a problem difficulty measure in genetic programming'. Genetic Programming and Evolvable Machines, 12 (4):365-401.
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===2011===
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* [[Jonathan Byrne]]; [[Michael Fenton]]; [[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
  
O'Neill, M., McDermott, J., 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]
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* Perez, D., Nicolau, M., [[Michael O'Neill]] and [[Anthony Brabazon]] (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 DOI: http://dx.doi.org/10.1007/978-3-642-20525-5_13 http://aimario.googlecode.com/svn-history/r104/trunk/Doc/EvoGames/mario.pdf
  
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* Perez, D., Nicolau, M., [[Michael O'Neill]] and [[Anthony Brabazon]] (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 DOI: http://dx.doi.org/10.1109/CIG.2011.6032017 http://cilab.sejong.ac.kr/cig2011/proceedings/CIG2011/papers/paper62.pdf
  
Hugosson J., Hemberg E., Brabazon A., O'Neill M.; (2010) 'Genotype Representations in Grammatical Evolution'. Applied Soft Computing, 10 :36-43. Available Online
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* [[Jonathan Byrne]], [[Erik Hemberg]], [[Michael O’Neill]]: [[Interactive operators for evolutionary architectural design]]. In: GECCO 2011: Proceedings of the 13th Annual Conference Companion on Genetic and Evolutionary Computation, July 12-16, pp. 43–44. ACM, Dublin (2011) DOI: http://dx.doi.org/10.1145/2001858.2001884 http://ncra.ucd.ie/papers/iecGecco.pdf (Technical Report UCD-CSI-2011-05: https://www.csi.ucd.ie/files/UCD-CSI-2011-05.pdf)
  
Hugosson, J., Hemberg, E., Brabazon, A. and O'Neill, M.; (2010) 'An investigation of the mutation operator using different representations in Grammatical Evolution'. Applied Soft Computing, 10 (1):36-43. [DOI]
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* [[Michael O’Neill]], [[James McDermott]], John Mark Swafford, [[Jonathan Byrne]], [[Erik Hemberg]], Elizabeth Shotton, Ciaran McNally, [[Anthony Brabazon]], and [[Martin Hemberg]]: [[Evolutionary design using grammatical evolution and shape grammars: Designing a shelter]]. International Journal of Design Engineering, 2011. http://ncra.ucd.ie/papers/ijde03012010ONeill.pdf
  
McDermott J., Griffith N., O'Neill M. ; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. Available Online
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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.
  
McKay, R.I., Nguyen X.H., Whigham, P.A., Shan, Y., O'Neill, M.; (2010) 'Grammar-based Genetic Programming: A Survey'. Genetic Programming and Evolvable Machines, 11 (3). [DOI]
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Galvan-Lopez E., [[James McDermott]], [[Michael O'Neill]], [[Anthony Brabazon]] (2011) 'Defining locality as a problem difficulty measure in genetic programming'. Genetic Programming and Evolvable Machines, 12 (4):365-401.
  
Fan, K., Brabazon, A., O'Sullivan, C. and O'Neill, M.; (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. Available Online
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[[Michael O'Neill]], Nicolau, M. and [[Anthony Brabazon]] (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
  
O'Neill, M, Hemberg, E., Gilligan, C., Bartley, E., McDermott, J., Brabazon, A.; (2008) 'GEVA: Grammatical Evolution in Java'. ACM SIGEVOlution, 3 (2):17-23. Available Online
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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,
  
Dempsey I., O'Neill M., Brabazon A. ; (2007) 'Constant Creation with Grammatical Evolution'. JOURNAL OF INNOVATIVE COMPUTING AND APPLICATIONS, 1 (1).
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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,
  
O'Neill M., Brabazon A. ; (2006) 'Grammatical Swarm: The Generation of Programs by Social Programming'. Natural Computing, 5 (4):443-462.
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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,
  
O'Neill, M., Ryan, C., Keijzer, M., Cattolico, M.; (2003) 'Crossover in Grammatical Evolution'. Genetic Programming and Evolvable Machines, 4 (1):67-93.
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Murphy, E., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
O'Neill, M., Ryan, C.; (2001) 'Grammatical Evolution'. IEEE Transactions on Evolutionary Computation, 5 (4):349-358.
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Swafford, J,. M., [[Michael O'Neill]], Nicolau, M. and [[Anthony Brabazon]] (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
  
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Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (2011) Stateful Program Representations for Evolutionary Sequence Learning. Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11
  
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Tuite, C., Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
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Murphy, E., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Conference Publications
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Swafford, J. M., [[Erik Hemberg]], [[Michael O'Neill]], Nicolau, M. and [[Anthony Brabazon]] (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
O'Neill M., Nicolau M., Agapitos A. (2014) Experiments in Program Synthesis with Grammatical Evolution: a focus on Integer Sorting IEEE Congress on Evolutionary Computation
 
  
Tuite, C., O'Neill, M., 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
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Fagan, D., Nicolau, M., [[Erik Hemberg]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
McDermott, J., Agapitos, A., Brabazon, A. and O'Neill, M. (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
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===2010===
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* [[Michael O'Neill]], [[James McDermott]], Swafford, J.M., [[Jonathan Byrne]], [[Erik Hemberg]], Shotton, E., McNally, C., [[Anthony Brabazon]] & 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 http://ncra.ucd.ie/papers/ijde03012010ONeill.pdf
  
Agapitos, A., O'Neill, M. 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
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* Galvan-Lopez, G., Swafford, J. M., [[Michael O'Neill]] and [[Anthony Brabazon]] (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 DOI: http://dx.doi.org/10.1109/UKCI.2010.5625586 http://ncra.ucd.ie/papers/evolvingMsPacmanControllerEvoGames2010.pdf
  
Agapitos, A., McDermott, J., O'Neill, M. 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
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* [[Jonathan Byrne]], [[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 http://dx.doi.org/10.1109/CEC.2010.5586485 http://ncra.ucd.ie/papers/mutation3DdesignWCCI2010.pdf
  
Fagan D., Hemberg E., O'Neill M., McGarraghy S. (2013) Understanding Expansion Order and Phenotypic Connectivity in piGE EuroGP 2013 the 16th European Conference on Genetic Programming
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* 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. DOI: http://dx.doi.org/10.1109/CEC.2010.5586483 http://researchrepository.ucd.ie/bitstream/handle/10197/2544/anexamination.pdf?sequence=1
  
Pham T.A., Nguyen Q.U., Nguyen X.H., O'Neill M. (2013) Examining the Diversity Property of Semantic Similarity based Crossover EuroGP 2013 the 16th European Conference on Genetic Programming
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* [[James McDermott]], [[Jonathan Byrne]], Swafford, J.M., [[Michael O'Neill]] and [[Anthony Brabazon]] (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 DOI: http://dx.doi.org/10.1109/CEC.2010.5586077 http://www.skynet.ie/~jmmcd/papers/hof-presentation.pdf http://researchrepository.ucd.ie/bitstream/handle/10197/2554/High%20Order.pdf?sequence=1
  
Tuite, C., Agapitos, A., O'Neill, M. 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
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* 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 http://ncra.ucd.ie/papers/grammarbasedGPaSurvey2010.pdf
  
Fenton, M, McNally, C & O'Neill, M (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
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Hugosson J., [[Erik Hemberg]], [[Anthony Brabazon]], [[Michael O'Neill]]; (2010) 'Genotype Representations in Grammatical Evolution'. Applied Soft Computing, 10 :36-43.
  
Agapitos, A., O'Neill, M. 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
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Hugosson, J., [[Erik Hemberg]], [[Anthony Brabazon]] 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
  
Fagan D., Hemberg E., O'Neill M., 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
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[[James McDermott]], [[Niall J. L. Griffith]], [[Michael O'Neill]]; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. Available Online
  
Shaker N., Nicolau M., Yannakakis G.N., Togelius J., O'Neill M. (2012) Evolving Levels for Super Mario Bros Using Grammatical Evolution CIG 2012 IEEE Conference on Computational Intelligence and Games
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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
  
Shaker N., Yannakakis G.N., Togelius J., Nicolau M., O'Neill M. (2012) Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-12)
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Shao, J., [[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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 [[EvoMUSART 2010]] Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.341-350 http://www.researchgate.net/profile/Jianhua_Shao/publication/220867228_Jive_A_Generative_Interactive_Virtual_Evolutionary_Music_System/links/0c960518791f70f6f3000000
  
Nguyen Q.U., Nguyen X.H., O'Neill M., Agapitos A. (2012) An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics EuroGP 2012 the 15th European Conference on Genetic Programming
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[[Jonathan Byrne]], [[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Byrne J., Hemberg E., O'Neill M., Brabazon A. (2012) A Local Search Interface for Interactive Evolutionary Architectural Design EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
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Fagan, D, [[Michael O'Neill]], Galvan-Lopez, E., [[Anthony Brabazon]] 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
  
Swafford, J.M., Hemberg, E., O'Neill, M. 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
+
Murphy J.E., Carr H., [[Michael O'Neill]]; (2010) Animating Horse Gaits and Transitions. EuroGraphics UK Theory and Practice of Computer Graphics 2010
  
Agapitos, A., O'Neill, M. 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
+
[[Jonathan Byrne]], O'Neill M., [[Anthony Brabazon]] (2010) Optimising Offensive Moves in Toribash. Proceedings of Mendel 2010 16th International Conference on Soft Computing
  
Swafford, J.M., O'Neill, M., 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
+
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
  
Nicolau, M., O'Neill, M. 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
+
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
  
Loughran R., Walker J., O'Neill M. (2012) Genetic Programming for Musical Instrument Identification EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
+
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
  
O'Neill, M., 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
+
[[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Nguyen Q.U., Murphy E., O'Neill M., 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,
+
Murphy, E., [[Michael O'Neill]], Galvan-Lopez, E. and [[Anthony Brabazon]] (2010) Tree-Adjunct Grammatical Evolution. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.4449-4456
  
Pospichal P., Murphy E., O'Neill M., 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,
+
Galvan-Lopez, E., Fagan, D., Murphy, E., Swafford, J. M., Agapitos, A., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Nguyen Q.U., Nguyen X.H., O'Neill M.; (2011) Examining the Landscape of Semantic Similarity based Mutation GECCO 2011: ACM Genetic and Evolutionary Computation Conference Dublin, Ireland,
+
Galvan-Lopez, E., [[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Byrne J., Fenton M., McDermott J., Hemberg E., O'Neill M., 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,
+
Galvan, E., [[James McDermott]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Murphy, E., O'Neill, M. 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
+
Fagan, D., Nicolau, M., [[Michael O'Neill]], Galvan-Lopez, E. and [[Anthony Brabazon]] (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
  
Swafford, J,. M., O'Neill, M., 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
+
===2009===
 +
* [[Michael O'Neill]], Swafford, J.M., [[James McDermott]], [[Jonathan Byrne]], [[Anthony Brabazon]], 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 DOI: http://dx.doi.org/10.1145/1569901.1570041 https://www.researchgate.net/profile/Elizabeth_Shotton/publication/220742031_Shape_grammars_and_grammatical_evolution_for_evolutionary_design/links/09e415108f9d535d9e000000.pdf?ev=pub_int_doc_dl&origin=publication_detail&inViewer=true
  
Perez, D., Nicolau, M., O'Neill, M. 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
+
Dempsey, I., [[Michael O'Neill]], [[Anthony Brabazon]] (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer.
  
Agapitos, A., O'Neill, M. 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
+
Fan, K., [[Anthony Brabazon]], 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.
  
Tuite, C., Agapitos, A., O'Neill, M. 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
+
Galvan-Lopez, E., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Murphy, E., O'Neill, M. 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
+
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
  
Perez, D., Nicolau, M., O'Neill, M. 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
+
[[Erik Hemberg]], [[Michael O'Neill]], [[Anthony Brabazon]] (2009) An investigation into automatically defined function representations in Grammatical Evolution. Mendel 2009 15th International Conference on Soft Computing
  
Swafford, J. M., Hemberg, E., O'Neill, M., 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
+
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
  
Fagan, D., Nicolau, M., Hemberg, E., O'Neill, M. 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
+
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
  
Cui, W., Brabazon, A. and O'Neill, M. ; (2010) Evolving Efficient Limit Order Strategy using Grammatical Evolution 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.2408-2413
+
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)
  
Nguyen Q.U., Nguyen T.H., Nguyen X.H., O'Neill M.; (2010) Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover EuroGP 2010 the 13th European Conference on Genetic Programming
+
[[Jonathan Byrne]], [[Michael O'Neill]], [[James McDermott]], [[Anthony Brabazon]] (2009) Structural and Nodal Mutation in Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2009 Montreal, Canada, , 08-JUL-09 - 12-JUL-09
  
Galvan-Lopez, G., Swafford, J. M., O'Neill, M. 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
+
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
  
Shao, J., McDermott, J., O'Neill, M. 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
+
Reddin, J., [[James McDermott]], [[Anthony Brabazon]], [[Michael O'Neill]]; (2009) [[Elevated Pitch: Automated Grammatical Evolution of Short Compositions]]. [[EvoMUSART 2009]] 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design Tubingen, Germany, , 15-APR-09 - 17-APR-09 DOI: http://link.springer.com/chapter/10.1007/978-3-642-01129-0_65 http://www.skynet.ie/~jmmcd/papers/em.pdf
  
Byrne, J., McDermott, J., O'Neill, M. 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
+
[[Jonathan Byrne]], [[Michael O'Neill]], [[Erik Hemberg]], [[Anthony Brabazon]] (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
  
Fagan, D, O'Neill, M., 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
+
[[Jonathan Byrne]], [[Michael O'Neill]], [[James McDermott]] and [[Anthony Brabazon]] (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
  
Murphy J.E., Carr H., O'Neill M.; (2010) Animating Horse Gaits and Transitions EuroGraphics UK Theory and Practice of Computer Graphics 2010
+
Loughran R., Walker J., [[Michael O'Neill]]; (2009) [[An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification]]. Irish Signals and Systems Conference http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5524694&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5524694
  
Byrne J., O'Neill M., Brabazon A. ; (2010) Optimising Offensive Moves in Toribash Proceedings of Mendel 2010 16th International Conference on Soft Computing
+
===2008===
 +
* [[Michael O'Neill]], [[Anthony Brabazon]]: [[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
  
Nguyen Q.U., Nguyen X.H., O'Neill M., McKay B.; (2010) The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming 11th International Conference on Parallel Problem Solving From Nature
+
[[Michael O'Neill]], [[Erik Hemberg]], Gilligan, C., Bartley, E., [[James McDermott]], [[Anthony Brabazon]] (2008) 'GEVA: Grammatical Evolution in Java'. ACM SIGEVOlution, 3 (2):17-23. http://www.sigevolution.org/issues/pdf/SIGEVOlution200802.pdf
  
Byrne J., McDermott J., Galvan-Lopez E., O'Neill M. ; (2010) Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Computation
+
[[Erik Hemberg]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
Swafford J.M., O'Neill M.; (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
+
Fan, K., [[Anthony Brabazon]] 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
  
Nguyen Q.U., McKay R.I., O'Neill M., 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
+
[[Michael O'Neill]], [[Anthony Brabazon]] and [[Erik Hemberg]]; (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
  
Nguyen Q.U., Nguyen X.H., McKay R.I., O'Neill M.; (2010) Semantics Based Crossover for Boolean Problems GECCO 2010 Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation
+
[[Erik Hemberg]], [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
McDermott, J., O'Neill, M. 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
+
[[Erik Hemberg]], McPhee, N., [[Michael O'Neill]] and [[Anthony Brabazon]] (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
  
McDermott, J., Byrne, J., Swafford, J.M., O'Neill, M. 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
+
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. https://www.researchgate.net/profile/Jacqueline_Walker3/publication/221050877_Time_Domain_Attack_and_Release_Modeling_-_Applied_to_Spectral_Domain_Sound_Synthesis/links/0046352b2efe48d471000000.pdf?ev=pub_int_doc_dl&origin=publication_detail&inViewer=true
  
Murphy, E., O'Neill, M., 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
+
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,
  
Galvan-Lopez, E., Fagan, D., Murphy, E., Swafford, J. M., Agapitos, A., O'Neill, M. 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
+
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,
  
Galvan-Lopez, E., McDermott, J., O'Neill, M. 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
+
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. http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=4590236&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F4579619%2F4589950%2F04590236.pdf%3Farnumber%3D4590236 http://www.ece.ul.ie/homepage/j_walker/papers/MusicalInstrumentIdentification.pdf
  
Galvan, E., McDermot, J., O'Neill, M. 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
+
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. https://www.researchgate.net/profile/Jacqueline_Walker3/publication/224323531_A_parametric_model_for_spectral_sound_synthesis_of_musical_sounds/links/0046352b2efe46038a000000.pdf?ev=pub_int_doc_dl&origin=publication_detail&inViewer=true
  
Fagan, D., Nicolau, M., O'Neill, M., 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
+
Piccand S., [[Michael O'Neill]], Walker J.; (2008) On the Scalability of Particle Swarm Optimisation. IEEE World Congress on Computational Intelligence Hong Kong,
  
Galvan-Lopez, E., O'Neill, M. 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
+
[[James McDermott]], [[Niall J. L. Griffith]], [[Michael O'Neill]]; (2008) [[New Generation Methods in an Interpolating EC Synthesizer Interface]]. [[EvoMUSART 2008]] The Sixth European Workshop on Evolutionary Music and Art Naples, Italy, , 26-MAR-08 - 28-MAR-08 DOI: http://link.springer.com/chapter/10.1007/978-3-540-78761-7_54
  
uyen Q.U., O'Neill M., 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
+
===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
  
Hemberg E., O'Neill M., Brabazon A. ; (2009) An investigation into automatically defined function representations in Grammatical Evolution Mendel 2009 15th International Conference on Soft Computing
+
Dempsey I., [[Michael O'Neill]], [[Anthony Brabazon]] (2007) 'Constant Creation with Grammatical Evolution'. JOURNAL OF INNOVATIVE COMPUTING AND APPLICATIONS, 1 (1).
  
Nguyen Q.U., Nguyen X.H., O'Neill M.; (2009) Semantics Based Mutation in Genetic Programming: The case for real-valued symbolic regression. Mendel 2009 15th International Conference on Soft Computing
+
[[Erik Hemberg]], Gilligan C., [[Michael O'Neill]], [[Anthony Brabazon]] (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,
  
Murphy J, O'Neill M, Carr H,; (2009) Gait Optimisation for Distinct Horse Models Using Grammatical Evolution MENDEL 2009: 15th International Conference on Soft Computing
+
Hugosson, J., [[Erik Hemberg]], [[Anthony Brabazon]], [[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
  
Galvan E., O'Neill M.; (2009) On the Effects of Locality in a Permutation Problem: The Sudoku Puzzle IEEE Symposium in Computational Intelligence and Games (CIG 2009)
+
[[James McDermott]], [[Niall J. L. Griffith]], [[Michael O'Neill]]; (2007) [[Evolutionary GUIs for Sound Synthesis]]. [[EvoMUSART 2007]] The 5th European Workshop on Evolutionary Music and Art. http://www.csn.ul.ie/~jmmcd/papers/iec-synth.pdf
  
Byrne, J., O'Neill, M., McDermott, J., 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
+
[[Anthony Brabazon]], Silva A., de Sousa T.F., Matthews R., [[Michael O'Neill]], Costa E. ; (2007) 'Simulating Product Invention using InventSim' In: [[Anthony Brabazon]], 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
  
O'Neill, M., Swafford, J. M., McDermott, J., 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
+
[[Anthony Brabazon]], [[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.
  
Nguyen, Q.U., Nguyen, X.H., O'Neill, M.; (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
+
===2006===
 +
[[Michael O'Neill]], [[Anthony Brabazon]] (2006) 'Grammatical Swarm: The Generation of Programs by Social Programming'. Natural Computing, 5 (4):443-462.
  
Reddin, J., McDermott, J., Brabazon, A., O'Neill, M.; (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
+
[[Michael O'Neill]], [[Anthony Brabazon]] (2006) Grammatical Differential Evolution. International Conference on Artificial Intelligence (ICAI'06)
  
Byrne, J., O'Neill, M., 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
+
[[Michael O'Neill]], [[Anthony Brabazon]] (2006) Self-Organizing Swarm (SoSwarm): A Particle Swarm Algorithm for Unsupervised Learning. IEEE World Congress on Computational Intelligence
  
Byrne, J., O'Neill, M., McDermott, J. 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]], [[Anthony Brabazon]] (2006) Self-Organizing Swarm (SoSwarm). Congress on Evolutionary Computation 2006
  
O'Neill, M., Swafford, J.M., McDermott, J., 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
+
[[Anthony Brabazon]], [[Michael O'Neill]]; (2006) Classification using the SOSwarm algorithm. Third International Conference on Computational Management Science
  
ughran R., Walker J., O'Neill M. ; (2009) An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification Irish Signals and Systems Conference
+
[[James McDermott]], [[Niall J. L. Griffith]], [[Michael O'Neill]]; (2006) [[Timbral, Perceptual and Statistical Attributes for Synthesized Sound]]. International Computer Music Conference New Orleans. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.9671 http://www.skynet.ie/~jmmcd/papers/icmc_2006.pdf
  
O'Neill, M. and Brabazon, A. ; (2008) Evolving a Logo Design Using Lindenmayer Systems, Postscript and Grammatical Evolution. 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3789-3795
+
[[Michael O'Neill]], Leahy F., [[Anthony Brabazon]] (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
  
Hemberg, E., O'Neill, M. 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
+
Dempsey I., [[Anthony Brabazon]], [[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.
  
Fan, K., Brabazon, A. and O'Neill, M.; (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
+
===2005===
 +
[[Anthony Brabazon]], Silva A. and [[Michael O'Neill]]; (2005) Agent Based Modelling of Product Invention. Genetic and Evolutionary Computation Conference GECCO 2005
  
O'Neill, M., 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
+
Amarteifio S., [[Michael O'Neill]]; (2005) Evolving Antibodies for XMLGE. Congress on Evolutionary Computation CEC 2005
  
Dang, J., Brabazon, A., O'Neill, M. and Edelman, D. ; (2008) Option Model Calibration using a Bacterial Foraging Optimisation Algorithm . In: Giacobini, M., Brabazon, A., et al eds. 2nd European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2008) Naples, Italy, , 26-MAR-08 - 28-MAR-08 , pp.113-122
+
[[Michael O'Neill]], [[Anthony Brabazon]] (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05
  
Hemberg, E., O'Neill, M. 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
+
[[Michael O'Neill]], Adley C., [[Anthony Brabazon]] (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium (Poster) Dublin City University,
  
Hemberg, E., McPhee, N., O'Neill, M. 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
+
[[James McDermott]], [[Niall J. L. Griffith]] and [[Michael O'Neill]]; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005
  
Kreutzer C., Walker, J., O'Neill M.; (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,
+
Dempsey I., [[Michael O'Neill]] and [[Anthony Brabazon]] (2005) meta-Grammar Constant Creation with Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2005
  
Murphy, J.E., Carr, H., O'Neill, M.; (2008) Grammatical Evolution for Gait Retargeting. Sixth Theory and Practice of Computer Graphics TPCG08 Eurographics University of Manchester, UK,
+
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
  
Loughran R., Walker J., O'Farrell M., O'Neill M.; (2008) Comparison of Features in Musical Instrument Identification Using Artificial Neural Networks Computer Music Modelling and Retrieval CMMR 2008 Copenhagen, Denmark,
+
[[Anthony Brabazon]], 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
  
Loughran R., O'Farrell M., Walker J., O'Neill M.; (2008) Musical Instrument Identification Using Principal Component Analysis and Multi Layered Perceptrons IEEE International Conference on Audio, Language and Image Processing Shanghai, China,
+
[[Anthony Brabazon]], Silva A., de Sousa T.F., O'Neill M. and Costa E.; (2005) 'Simulating the Strategic Adaptation of Organisations using OrgSwarm' In:[[Anthony Brabazon]], Silva A., de Sousa T.F., O'Neill M. and Costa E.; (eds). Handbook of Bioinspired Algorithms and Applications. Chapman and Hall.
  
Kreutzer C., Walker J., O'Neill M.; (2008) A Parametric Model for Spectral Sound Synthesis of Musical Sounds IEEE International Conference on Audio, Language and Image Processing Shanghai, China,
+
===2004===
 +
[[Anthony Brabazon]], 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
  
Piccand S., O'Neill M., Walker J.; (2008) On the Scalability of Particle Swarm Optimisation IEEE World Congress on Computational Intelligence Hong Kong,
+
[[Anthony Brabazon]], 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
  
McDermott J., Griffith N., O'Neill M. ; (2008) New Generation Methods in an Interpolating EC Synthesizer Interface EvoMUSART The Sixth European Workshop on Evolutionary Music and Art Naples, Italy, , 26-MAR-08 - 28-MAR-08
+
[[Anthony Brabazon]], 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
  
Hemberg E., Gilligan C., O'Neill M., 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,
+
Dempsey I., [[Michael O'Neill]] and [[Anthony Brabazon]] (2004) Grammatical Constant Creation. Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 , pp.447-458
  
Hugosson, J., Hemberg, E., Brabazon, A., O'Neill, M.; (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
+
[[Michael O'Neill]], [[Anthony Brabazon]] and Adley C.; (2004) The Automatic Generation of Programs for Classification Problems with Grammatical Swarm. Congress on Evolutionary Computation CEC 2004
  
McDermott J., Griffith N., O'Neill M.; (2007) Evolutionary GUIs for Sound Synthesis EvoMUSART 2007 The 5th European Workshop on Evolutionary Music and Art
+
Amarteifio S., [[Michael O'Neill]]; (2004) An Evolutionary Approach to Complex System Regulation using Grammatical Evolution. Artificial Life 9
  
O'Neill M., Brabazon A.; (2006) Grammatical Differential Evolution. International Conference on Artificial Intelligence (ICAI'06)
+
[[Michael O'Neill]] and [[Anthony Brabazon]] (2004) Grammatical Swarm. Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04
  
O'Neill, M. Brabazon, A.; (2006) Self-Organizing Swarm (SoSwarm): A Particle Swarm Algorithm for Unsupervised Learning IEEE World Congress on Computational Intelligence
+
[[Anthony Brabazon]], 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.
  
O'Neill M., Brabazon A. ; (2006) Self-Organizing Swarm (SoSwarm) Congress on Evolutionary Computation 2006
+
[[Anthony Brabazon]], Silva A., de Sousa T.F., [[Michael O'Neill]], Matthews R. and Costa E.; (2004) 'A particle swarm model of strategic adaptation' In: [[Anthony Brabazon]], Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (eds). Business Research Yearbook. McNaughton & Gunn.
  
Brabazon A., O'Neill M.; (2006) Classification using the SOSwarm algorithm. Third International Conference on Computational Management Science
+
===2003===
 +
[[Michael O'Neill]], Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers. ISBN:1402074441 http://dl.acm.org/citation.cfm?id=862025
  
McDermott J., Griffith N., O'Neill M.; (2006) Timbral, Perceptual and Statistical Attributes for Synthesized Sound. International Computer Music Conference New Orleans
+
[[Michael O'Neill]], Ryan, C., Keijzer, M., Cattolico, M.; (2003) 'Crossover in Grammatical Evolution'. Genetic Programming and Evolvable Machines, 4 (1):67-93.
Dempsey I., O'Neill M., Brabazon A. ; (2006) Adaptive Trading with Grammatical Evolution Congress on Evolutionary Computation 2006
 
  
Brabazon A., Silva A. and O'Neill M.; (2005) Agent Based Modelling of Product Invention. Genetic and Evolutionary Computation Conference GECCO 2005
+
[[Michael O'Neill]], Dempsey I., [[Anthony Brabazon]], 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
  
Amarteifio S., O'Neill M. ; (2005) Evolving Antibodies for XMLGE. Congress on Evolutionary Computation CEC 2005
+
[[Anthony Brabazon]], [[Michael O'Neill]] and Matthews R. ; (2003) Representations and Mental Maps: Insights into Strategy. British Academy of Management Annual Conference 2003
  
O'Neill, M., Brabazon, A.; (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05
+
===2002===
 +
Ryan C., [[Michael O'Neill]] (2002) How to do anything with grammars. Workshops
  
O'Neill M., Adley C., Brabazon A.; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium (Poster) Dublin City University,
+
[[Michael O'Neill]], and Ryan C.; (2002) Investigations into Memory in Grammatical Evolution. Workshops
  
McDermott J., Griffith N. and O'Neill M.; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005
+
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
  
Dempsey I., O'Neill M. and Brabazon A.; (2005) meta-Grammar Constant Creation with Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 2005
+
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
  
Cleary R., O'Neill M.; (2005) An Attribute Grammar Decode for the 0/1 Multiconstrained Knapsack Problem European Conference on Evolutionary Combinatorial Optimisation EvoCOP 2005
+
[[Anthony Brabazon]], [[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., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2005) A Memetic Model of Product Invention. Congress on Evolutionary Computation CEC 2005
+
[[Anthony Brabazon]], [[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
  
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
+
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
  
Brabazon A., Silva A., de Sousa T.F., O'Neill M., 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
+
===2001===
 +
* [[Michael O'Neill]] (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 (no c&p after ps2pdf)
  
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2004) OrgSwarm - A Particle Swarm Model of Organizational Adaptation. 11th International Conference on Neural Information Processing
+
[[Michael O'Neill]], M., Ryan, C.; (2001) 'Grammatical Evolution'. IEEE Transactions on Evolutionary Computation, 5 (4):349-358.
  
Dempsey I., O'Neill M. 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]], 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
  
O'Neill M., Brabazon A. and Adley C.; (2004) The Automatic Generation of Programs for Classification Problems with Grammatical Swarm Congress on Evolutionary Computation CEC 2004
+
[[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
  
Amarteifio S., O'Neill M.; (2004) An Evolutionary Approach to Complex System Regulation using Grammatical Evolution Artificial Life 9
+
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
  
Brabazon A., O'Neill M.; (2004) Bond Issuer Credit Rating with Grammatical Evolution LNCS 3005 Proc. Applications of Evolutionary Computing EvoIASP 2004
+
===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
O'Neill M. and Brabazon A. ; (2004) Grammatical Swarm Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04
 
 
 
O'Neill M., 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., O'Neill M. and Matthews R. ; (2003) Representations and Mental Maps: Insights into Strategy British Academy of Management Annual Conference 2003
 
 
 
Nicolau M., Ryan C., O'Neill M. ; (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., O'Neill M. ; (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'Neill M., 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., O'Neill M., 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., O'Neill M., 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
 
 
 
O'Neill M., 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
 
 
 
O'Neill M., 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., O'Neill M., 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
 
 
 
Collins J.J., O'Neill M., Sheehan L., Eaton M. ; (2000) Four Layered Robot Control Architecture Fifth International Symposium on Artificial Life and Robotics AROB Japan, , pp.347-350
 
 
 
Collins J.J., O'Neill M.; (2000) Visualisation of Evolutionary Algorithms using Principal Components Analysis Fifth International Symposium on Artificial Life and Robotics AROB Japan, , pp.247-250
 
 
 
O'Neill M., Ryan C.; (2000) Grammar based function definition in Grammatical Evolution. 2nd Genetic and Evolutionary Computation Conference GECCO Las Vegas, USA, , pp.485-490
 
 
 
O'Neill M., Collins J.J., Ryan C. ; (2000) Automatic Programming of Robots Artificial Intelligence and Cognitive Science AICS
 
*******************
 
 
 
O'Neill M., Ryan C. ; (2000) Crossover in Grammatical Evolution: A Smooth Operator? EuroGP 2000 European Conference on Genetic Programming , pp.149-162
 
 
 
O'Neill M., Collins J.J., Ryan C.; (2000) Automatic Generation of Robot Behaviours using Grammatical Evolution Fifth International Symposium on Artificial Life and Robotics AROB Japan,
 
 
 
O'Neill M., Ryan C. ; (1999) Automatic Generation of Programs with Grammatical Evolution Artificial Intelligence and Cognitive Science AICS University College Cork, Ireland,
 
 
 
O'Neill M., Ryan C. ; (1999) Genetic Code Degeneracy: Implications for Grammatical Evolution and Beyond Fifth European Conference on Artificial Life, Springer , pp.149-153
 
 
 
O'Neill M., Ryan C. ; (1999) Under the Hood of Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 1999 Banzhaf Orlando, Florida, USA,
 
 
 
O'Neill M., Ryan C. ; (1999) An Intelligent System Based on the Human Immune System Cognitive Science for the New Millenium (Poster) University College Dublin, Ireland,
 
 
 
O'Neill M., Ryan C. ; (1999) Evolving Multi-Line Compilable C Code Second European Conference on Genetic Programming EuroGP 1999 Goteborg, Sweden, , pp.83-92
 
 
 
O'Neill M., Ryan C. ; (1999) Automatic Generation of Caching Algorithms EUROGEN 1999, Short Course on Evolutionary Algorithms in Engineering and Computer Science University of Jyvaskyla Jyvaskyla, Finland,
 
 
 
Ryan C., O'Neill M., 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., O'Neill M. ; (1998) Grammatical Evolution: Evolving Programs for an Arbitrary Language EuroGP'98 First European Workshop on Genetic Programming Paris, France, , pp.83-96
 
 
 
Ryan C., O'Neill M. ; (1998) Grammatical Evolution: A Steady State approach Second International Workshop on Frontiers in Evolutionary Algorithms Research Triangle Park, North Carolina, USA, , pp.419-423
 
 
Book Chapters
 
Brabazon, A., Cui, W. and O'Neill, M. (2014) 'Information Propagation in a Social Network: The Case of The Fish Algorithm' In: Dariusz Krol, Damien Fay, Bogdan Gabrys (eds). Propagation Phenomena in Real World Networks. Berlin: Springer.
 
 
 
Tuite, C., O'Neill, M. and Brabazon, A. (2014) 'Economic and financial modeling with Genetic Programming: A Review' In: Chen, S-H. and Kaboudan, M (eds). Handbook of Computational Economics and Finance. Oxford, UK: Oxford University Press.
 
 
 
Hemberg E., Ho L., O'Neill M., Claussen H. (2013) 'Representing Communication and Learning in Femtocell Pilot Power Control Algorithms' In: Riolo, R. Vladislavleva, E. Ritchie, M.D. Moore, J.H (eds). Genetic Programming Theory and Practice X. Heidelberg: Springer.
 
 
 
Agapitos, A., O'Neill, M. and Brabazon, A. ; (2012) 'Genetic Programming for the Induction of Seasonal Forecasts: A Study on Weather-derivatives' In: Doumpos, Michael; Zopounidis, Constantin; Pardalos, Panos M. (Eds.) (eds). Financial Decision-making using Computational Intelligence. Berlin: Springer. Available Online
 
 
 
Brabazon, A., Dang, J., Dempsey, I. and O'Neill, M.; (2011) 'Natural Computing in Finance: A Review' In: G. Rozenberg, T. Baeck and J. Kok (eds). Handbook of Natural Computing: Theory, Experiments and Applications. Berlin: Springer.
 
 
 
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. ; (2011) 'Tackling Overfitting in Evolutionary-driven Financial Model Induction' In: Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. ; (eds). Natural Computation in Computational Finance (Volume IV). Berlin: Springer. , pp.141-161 Available Online
 
 
 
Brabazon A., O'Neill M., Maringer D.; (2011) 'Natural Computing in Computational Finance (Vol 4): Introduction' In: Brabazon A., O'Neill M., Maringer D.; (eds). Natural Computing in Computational Finance (Vol 4). Heidleberg: Springer.
 
 
 
Cui, W., Brabazon, A. and O'Neill, M.; (2010) 'Evolutionary Computation in Trade Execution' In: Cui, W., Brabazon, A. and O'Neill, M.; (eds). Natural Computing in Computational Finance (Volume III). Berlin, Germany: Springer.
 
 
 
Brabazon A., O'Neill M., Maringer D.; (2010) 'Natural Computing in Computational Finance (Volume 3): Introduction' In: Brabazon A., O'Neill M., Maringer D (eds). Natural Computing in Computational Finance (Volume 3). Heidleberg: Springer. Available Online
 
 
 
Brabazon A., O'Neill M.; (2009) 'Natural Computing in Computational Finance (Volume 2): Introduction' In: Brabazon A., O'Neill M.; (eds). Natural Computing in Computational Finance (Volume 2). Heidleberg: Springer.
 
 
 
Bradley, R., Brabazon, A., O'Neill, M.; (2009) 'A Neuro-evolutionary Approach for Interest Rate Modelling' In: Bradley, R., Brabazon, A., O'Neill, M.; (eds). Natural Computing in Computational Finance (Volume 2). Heidleberg: Springer.
 
 
 
McDermott J., Griffith N., O'Neill M. ; (2008) 'Evolutionary Computation Applied to Sound Synthesis' In: McDermott J., Griffith N., O'Neill M. ; (eds). The Art of Artificial Evolution. Berlin Heidleberg: Springer.
 
 
 
Fan, K., O'Sullivan, C., Brabazon, A., O'Neill, M., McGarraghy, S.; (2008) 'Calibration of the VGSSD Option Pricing Model using a Quantum-inspired Evolutionary Algorithm' In: Nedjah, Nadia; Coelho, Leandro dos Santos; Mourelle, Luiza de Macedo (eds). Quantum Inspired Intelligent Systems, Studies in Computational Intelligence, Vol. 121. Berlin Heidelberg: Springer. , pp.133-153 Available Online
 
 
 
Fan K., O'Sullivan C., Brabazon A., O'Neill M.; (2008) 'Non-linear Principal Component Analysis of the Implied Volatility Smile Using a Quantum-inspired Evolutionary Algorithm' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.89-108
 
 
 
Dang J., Brabazon A., O'Neill M., Edleman D.; (2008) 'Estimation of an EGARCH Volatility Option Pricing Model using a Bacteria Foraging Optimisation Algorithm' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.109-130
 
 
 
Brabazon, A., O'Neill, M.; (2008) 'Bond Rating with piGrammatical Evolution' In: Cotta, C.; Reich, S.; Schaefer, R.; Ligeza, A (eds). Knowledge-Driven Computing. Berlin/Heidelberg: Springer. , pp.17-30
 
 
 
Brabazon, A., O'Neill, M.; (2008) 'Natural Computing in Computational Finance: An Introduction' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.1-6
 
 
 
Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., 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., O'Neill M. ; (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.
 
  
Brabazon, A., Delahunty, A., O'Callaghan, D., Keenan, P., O'Neill, M.; (2006) 'Financial Classification using an Artificial Immune System' In: Brabazon, A., Delahunty, A., O'Callaghan, D., Keenan, P., O'Neill, M.; (eds). Business Applications and Computational Intelligence. Hershey, PA: Idea Group.
+
[[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
  
O'Neill M., 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
+
[[Michael O'Neill]], Collins J.J., Ryan C. ; (2000) Automatic Programming of Robots. Artificial Intelligence and Cognitive Science AICS
  
Dempsey I., Brabazon A., O'Neill M. ; (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.
+
[[Michael O'Neill]], Ryan C. ; (2000) Crossover in Grammatical Evolution: A Smooth Operator? EuroGP 2000 European Conference on Genetic Programming , pp.149-162
  
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.
+
===1999===
 +
[[Michael O'Neill]], Ryan C. ; (1999) Automatic Generation of Programs with Grammatical Evolution. Artificial Intelligence and Cognitive Science AICS University College Cork, Ireland,
  
Brabazon A., Matthews R. and O'Neill M.; (2004) 'Grammar, Representations, Mental Maps and Corporate Strategy' In: Gardner, C., Biberman, J. and Alkhafaji, A., Saline (eds). Business Research Yearbook. *: McNaughton & Gunn.
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[[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
  
Brabazon A., Silva A., de Sousa T.F., O'Neill M., 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.
+
[[Michael O'Neill]], Ryan C. ; (1999) Under the Hood of Grammatical Evolution. Genetic and Evolutionary Computation Conference GECCO 1999 Banzhaf Orlando, Florida, USA,
  
O'Neill M., Brabazon A., Ryan C.; (2002) 'Forecasting Market Indices using Evolutionary Automatic Programming: A Case Study' In: O'Neill M., Brabazon A., Ryan C.; (eds). Genetic Algorithms and Genetic Programming in Economics and Finance. *: Kluwer Academic Publishers. , pp.174-195
+
[[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,
                         
 
     
 
Workshops
 
O'Neill M., Adley C., Brabazon A; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition. Workshops
 
  
Ryan C., O'Neill M. ; (2002) How to do anything with grammars. Workshops
+
===1998===
 +
* 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 http://sclab.yonsei.ac.kr/courses/09EC/papers/eurogp98.pdf
  
Brabazon A., O'Neill M.; (2002) Trading Foreign Exchange Markets using Evolutionary Automatic Programming. Workshops
+
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
  
O'Neill M., and Ryan C.; (2002) Investigations into Memory in Grammatical Evolution. Workshops
+
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
  
O'Neill M., Ryan C. ; (2000) Incorporating Gene Expression Models into Evolutionary Algorithms. Workshops
 
  
 
== Externe Links ==
 
== Externe Links ==

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Prof Michael O'Neill ist ein irischer Computerwissenschaftler und der Erfinder des Grammatical Genetic Programming. Er ist Direktor der Natural Computing Research & Applications Group, des Complex & Adaptive Systems Laboratory und Lehrstuhlinhaber für Business Analytics an der School of Business am 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., Jonathan Byrne, Erik Hemberg, 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, Anthony Brabazon (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., Anthony Brabazon 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 Anthony Brabazon (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 Anthony Brabazon (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

Fagan D., Erik Hemberg, 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 Anthony Brabazon (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 Anthony Brabazon (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

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

Fagan D., Erik Hemberg, 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

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

2011

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, Anthony Brabazon (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 Anthony Brabazon (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,

Murphy, E., Michael O'Neill and Anthony Brabazon (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 Anthony Brabazon (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

Agapitos, A., Michael O'Neill and Anthony Brabazon (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 Anthony Brabazon (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 Anthony Brabazon (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

Swafford, J. M., Erik Hemberg, Michael O'Neill, Nicolau, M. and Anthony Brabazon (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., Erik Hemberg, Michael O'Neill and Anthony Brabazon (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

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

Hugosson, J., Erik Hemberg, Anthony Brabazon 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, Niall J. L. Griffith, Michael O'Neill; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. Available Online

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

Shao, J., James McDermott, Michael O'Neill and Anthony Brabazon (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 EvoMUSART 2010 Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.341-350 http://www.researchgate.net/profile/Jianhua_Shao/publication/220867228_Jive_A_Generative_Interactive_Virtual_Evolutionary_Music_System/links/0c960518791f70f6f3000000

Jonathan Byrne, James McDermott, Michael O'Neill and Anthony Brabazon (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., Anthony Brabazon 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

Jonathan Byrne, O'Neill M., Anthony Brabazon (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

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 Anthony Brabazon (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

Murphy, E., Michael O'Neill, Galvan-Lopez, E. and Anthony Brabazon (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 Anthony Brabazon (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 Anthony Brabazon (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 Anthony Brabazon (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 Anthony Brabazon (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, Anthony Brabazon (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer.

Fan, K., Anthony Brabazon, 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 Anthony Brabazon (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

Erik Hemberg, Michael O'Neill, Anthony Brabazon (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)

Jonathan Byrne, Michael O'Neill, James McDermott, Anthony Brabazon (2009) Structural and Nodal Mutation in Grammatical Evolution. 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, Anthony Brabazon, Michael O'Neill; (2009) Elevated Pitch: Automated Grammatical Evolution of Short Compositions. EvoMUSART 2009 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design Tubingen, Germany, , 15-APR-09 - 17-APR-09 DOI: http://link.springer.com/chapter/10.1007/978-3-642-01129-0_65 http://www.skynet.ie/~jmmcd/papers/em.pdf

Jonathan Byrne, Michael O'Neill, Erik Hemberg, Anthony Brabazon (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

Jonathan Byrne, Michael O'Neill, James McDermott and Anthony Brabazon (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

Loughran R., Walker J., Michael O'Neill; (2009) An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification. Irish Signals and Systems Conference http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5524694&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5524694

2008

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

Erik Hemberg, Michael O'Neill and Anthony Brabazon (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., Anthony Brabazon 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, Anthony Brabazon and Erik Hemberg; (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

Erik Hemberg, Michael O'Neill and Anthony Brabazon (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

Erik Hemberg, McPhee, N., Michael O'Neill and Anthony Brabazon (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. https://www.researchgate.net/profile/Jacqueline_Walker3/publication/221050877_Time_Domain_Attack_and_Release_Modeling_-_Applied_to_Spectral_Domain_Sound_Synthesis/links/0046352b2efe48d471000000.pdf?ev=pub_int_doc_dl&origin=publication_detail&inViewer=true

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. http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=4590236&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F4579619%2F4589950%2F04590236.pdf%3Farnumber%3D4590236 http://www.ece.ul.ie/homepage/j_walker/papers/MusicalInstrumentIdentification.pdf

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. https://www.researchgate.net/profile/Jacqueline_Walker3/publication/224323531_A_parametric_model_for_spectral_sound_synthesis_of_musical_sounds/links/0046352b2efe46038a000000.pdf?ev=pub_int_doc_dl&origin=publication_detail&inViewer=true

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, Niall J. L. Griffith, Michael O'Neill; (2008) New Generation Methods in an Interpolating EC Synthesizer Interface. EvoMUSART 2008 The Sixth European Workshop on Evolutionary Music and Art Naples, Italy, , 26-MAR-08 - 28-MAR-08 DOI: http://link.springer.com/chapter/10.1007/978-3-540-78761-7_54

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, Anthony Brabazon (2007) 'Constant Creation with Grammatical Evolution'. JOURNAL OF INNOVATIVE COMPUTING AND APPLICATIONS, 1 (1).

Erik Hemberg, Gilligan C., Michael O'Neill, Anthony Brabazon (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., Erik Hemberg, Anthony Brabazon, 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, Niall J. L. Griffith, Michael O'Neill; (2007) Evolutionary GUIs for Sound Synthesis. EvoMUSART 2007 The 5th European Workshop on Evolutionary Music and Art. http://www.csn.ul.ie/~jmmcd/papers/iec-synth.pdf

Anthony Brabazon, Silva A., de Sousa T.F., Matthews R., Michael O'Neill, Costa E. ; (2007) 'Simulating Product Invention using InventSim' In: Anthony Brabazon, 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

Anthony Brabazon, 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, Anthony Brabazon (2006) 'Grammatical Swarm: The Generation of Programs by Social Programming'. Natural Computing, 5 (4):443-462.

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

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

Michael O'Neill, Anthony Brabazon (2006) Self-Organizing Swarm (SoSwarm). Congress on Evolutionary Computation 2006

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

James McDermott, Niall J. L. Griffith, Michael O'Neill; (2006) Timbral, Perceptual and Statistical Attributes for Synthesized Sound. International Computer Music Conference New Orleans. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.9671 http://www.skynet.ie/~jmmcd/papers/icmc_2006.pdf

Michael O'Neill, Leahy F., Anthony Brabazon (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., Anthony Brabazon, 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

Anthony Brabazon, 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, Anthony Brabazon (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05

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

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

Dempsey I., Michael O'Neill and Anthony Brabazon (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

Anthony Brabazon, 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

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

2004

Anthony Brabazon, 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

Anthony Brabazon, 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

Anthony Brabazon, 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 Anthony Brabazon (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, Anthony Brabazon 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 Anthony Brabazon (2004) Grammatical Swarm. Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04

Anthony Brabazon, 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.

Anthony Brabazon, Silva A., de Sousa T.F., Michael O'Neill, Matthews R. and Costa E.; (2004) 'A particle swarm model of strategic adaptation' In: Anthony Brabazon, 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. ISBN:1402074441 http://dl.acm.org/citation.cfm?id=862025

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., Anthony Brabazon, 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

Anthony Brabazon, 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

Anthony Brabazon, 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

Anthony Brabazon, 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

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., 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


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

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