Michael O'Neill

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Prof Michael O'Neill ist ein irischer Computerwissenschaftler und einer 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

2014

2013

2012

  • 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

2011

2010

2009

  • Dempsey, I., O'Neill, M., Brabazon, A.; (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer.

2008

2007

2006

2005

2004

2003

  • O'Neill M., Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. *: Kluwer Academic Publishers.

2002

2001

2000

Peer Reviewed Journals


Fenton M., McNally C., Byrne J., Hemberg E., JMcDermott J., O'Neill M. (2014) 'Automatic innovative truss design using grammatical evolution'. Automation in Construction, .


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.

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]


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.

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.

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]


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

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]

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

McKay, R.I., Nguyen X.H., Whigham, P.A., Shan, Y., O'Neill, M.; (2010) 'Grammar-based Genetic Programming: A Survey'. Genetic Programming and Evolvable Machines, 11 (3). [DOI]

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

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

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

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

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

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



Conference Publications 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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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,

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,

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,

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,

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Nguyen Q.U., Nguyen X.H., 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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,

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,

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,

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,

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,

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

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

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,

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

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

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

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

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

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

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

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

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

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

McDermott J., Griffith N. and O'Neill M.; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005

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

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

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

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

Brabazon A., Silva A., de Sousa T.F., 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

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

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

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

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

Brabazon A., O'Neill M.; (2004) Bond Issuer Credit Rating with Grammatical Evolution LNCS 3005 Proc. Applications of Evolutionary Computing EvoIASP 2004

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.

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

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.

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.

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.

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.

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


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

Brabazon A., O'Neill M.; (2002) Trading Foreign Exchange Markets using Evolutionary Automatic Programming. Workshops

O'Neill M., and Ryan C.; (2002) Investigations into Memory in Grammatical Evolution. Workshops

O'Neill M., Ryan C. ; (2000) Incorporating Gene Expression Models into Evolutionary Algorithms. Workshops

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