www.grammatical-evolution.org -- Publications

Publications
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A comprehensive list of publications on Grammatical Evolution can be found in the Genetic Programming Bibliography. Links to electronic copies of some of the papers authored by members of the UCD Natural Computing Research & Applications Group can be found here. If you have published a paper on GE and it does not appear below, contact Michael with the details.
2013 o Hemberg E., Ho L., O'Neill M., Claussen H. *A Comparison Of Grammatical Genetic Programming Grammars For Controlling Femtocell Network Coverage. Genetic Programming and Evolvable Machines, pp.65-93 Vol.14 No.1 o Byrne J., Hemberg E., O'Neill M., Brabazon A. A Methodology for User Directed Search in Evolutionary Design. Genetic Programming and Evolvable Machines, pp.287-314 Vol.14 No.3, Springer o Hemberg E., Ho L., O'Neill M., Claussen H. Representing Communication and Learning in Femtocell Pilot Power Control Algorithms. Genetic Programming Theory and Practice X, pp.223-23, Springer o Swafford J.M. Analyzing the Discovery and Use of Modules in Grammatical Evolution. PhD Thesis, University College Dublin o Fagan D. An analysis of genotype-phenotype mapping in Grammatical Evolution. PhD Thesis, University College Dublin o Murphy E. An Exploration of Tree-Adjoining Grammars for Grammatical Evolution. PhD Thesis, University College Dublin University College Dublin o Fagan D., Hemberg E., O'Neill M., McGarraghy S. Understanding Expansion Order and Phenotypic Connectivity in piGE. EuroGP 2013 the 16th European Conference on Genetic Programming Springer Vienna, Austria o Fenton M., McNally C., O'Neill M. The Interaction between Objectives and Constraints in Evolutionary Structural Engineering Optimisation*. 12th U.S. National Congress on Computational Mechanics (USNCCM12) Raleigh, NC, USA
2012 o McDermott J., Swafford J.M., Hemberg M., Byrne J., Hemberg E., Fenton M., McNally C., Shotton E., O'Neill M. *An Assessment of String-Rewriting Grammars for Evolutionary Architectural Design.. Environment and Planning B, pp.713-731 Vol.39 No.4, Pion Ltd o Byrne J. Approaches to Evolutionary Architectural Design Exploration Using Grammatical Evolution. PhD Thesis, University College Dublin o Cui W. An Empirical Investigation of Price Impact: An Agent-based Modelling Approach., PhD Thesis, University College Dublin o McDermott J. Graph Grammars as a Representation for Interactive Evolutionary 3D Design. EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Malaga, Spain o Murphy E., Hemberg E., Nicolau M., O'Neill M., Brabazon A. Grammar Bias and Initialisation in Grammar Based Genetic Programming. EuroGP 2012 the 15th European Conference on Genetic Programming Springer Malaga, Spain o Nicolau M., Saunders M., O'Neill M., Brabazon A., Osborne B. Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution. EuroGP 2012 the 15th European Conference on Genetic Programming Springer Malaga, Spain o Byrne J., Hemberg E., O'Neill M., Brabazon A. A Local Search Interface for Interactive Evolutionary Architectural Design. EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Malaga, Spain o Nicolau M., O'Neill M., Brabazon A. Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails. 2012 IEEE Congress on Evolutionary Computation IEEE Brisbane, Australia o Hemberg E., Ho L., O'Neill M., Claussen H.Evolving Femtocell Algorithms with Dynamic & Stationary Training Scenarios. 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy o Murphy E., Nicolau M., Hemberg E., O'Neill M., Brabazon A. Differential Gene Expression with Tree-Adjunct Grammars. 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy o Swafford J.M., Hemberg E., O'Neill M., Brabazon A. Analyzing Module Usage in Grammatical Evolution. 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy o Nicolau M., O'Neill M., Brabazon A. Applying Genetic Regulatory Networks to Index Trading. 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy o Fagan D., Hemberg E., O'Neill M., McGarraghy S. Fitness Reactive Mutation in Grammatical Evolution. Mendel 2012 the 18th International Conference on Soft Computing Brno, Czech Republic o Shaker N., Nicolau M., Yannakakis G.N., Togelius J., O'Neill M. Evolving Levels for Super Mario Bros Using Grammatical Evolution. CIG 2012 IEEE Conference on Computational Intelligence and Games IEEE Press Granada, Spain o Swafford J.M., Nicolau M., Hemberg E., O'Neill M., Brabazon A. Comparing Methods for Module Identification in Grammatical Evolution. GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA o Shaker N., Yannakakis G.N., Togelius J., Nicolau M., O'Neill M. Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution. Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-12) AAAI Stanford, USA o Hemberg E., Ho L., O'Neill M., Claussen H. Comparing the Robustness of Grammatical Genetic Programming Solutions for Femtocell Algorithms in Dynamic and Multiple Training Scenarios. GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA o Fagan D., Hemberg E., O'Neill M., McGarraghy S. Towards Adaptive Mutation in Grammatical Evolution*. GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA
2011 o Cui W., Brabazon A., O'Neill M. *Dynamic Trade Execution: A Grammatical Evolution Approach. International Journal of Financial Markets and Derivatives, pp.4-31 Vol.2 No.1/2. o Murphy James E. Applications of Evolutionary Computation to Quadrupedal Animal Animation, PhD Thesis, University College Dublin o Murphy E., O'Neill M., Brabazon A. Examining Mutation Landscapes in Grammar Based Genetic Programming, EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy o Swafford J.M., O'Neill M., Nicolau M., Brabazon A. Exploring Grammatical Modification with Modules in Grammatical Evolution, EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy o Perez D., Nicolau M., O'Neill M., Brabazon A. Evolving Behaviour Trees for the Mario Bros Game Using Grammatical Evolution, EvoGAMES 2011 3rd European Event on Bio-inspired Algorithms in Games Springer Torino, Italy o Byrne J., Fenton M., McDermott J., Hemberg E., O'Neill M., McNally C., Shotton E. 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 Springer Torino, Italy o Fagan D., Nicolau M., Hemberg E., O'Neill M., Brabazon A., McGarraghy S. Investigation of the Performance of Different Mapping Orders for GE on the Max Problem, EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy o Nicolau M., Costelloe D. Using Grammatical Evolution to Parameterise Interactive 3D Image Generation, EvoMUSART 2011 9th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Torino, Italy o Swafford J.M., Hemberg E., O'Neill M., Nicolau M., Brabazon A. A Non-Destructive Grammar Modification Approach to Modularity in Grammatical Evolution, GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland o Murphy E., O'Neill M., Brabazon A. A Comparison of GE and TAGE in Dynamic Environments, GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland o Pospichal P., Murphy E., O'Neill M., Jaros J., Schwarz J. Acceleration of Grammatical Evolution Using Graphics Processing Units, GECCO 2011: Genetic and Evolutionary Computation CIGPU Workshop ACM Dublin, Ireland o Hemberg E., Ho L., O'Neill M., Claussen H. A Symbolic Regression Approach To Manage Femtocell Coverage Using Grammatical Genetic Programming, GECCO 2011: Genetic and Evolutionary Computation SRM Workshop ACM Dublin, Ireland o Murphy E. Examining Grammars and Grammatical Evolution in Dynamic Environments, GECCO 2011: Genetic and Evolutionary Computation Graduate Student Workshop ACM Dublin, Ireland o Fagan D. Genotype-Phenotype Mapping in Grammatical Evolution, GECCO 2011: Genetic and Evolutionary Computation Graduate Student Workshop ACM Dublin, Ireland o Perez D., Nicolau M., O'Neill M., Brabazon A. Reactiveness and Navigation in Computer Games: Different Needs, Different Approaches, Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games 273-280 IEEE Seoul, South Korea o O'Neill M., Nicolau M., Brabazon A. Dynamic Environments can speed up evolution with Genetic Programming, GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland o Fagan D., Nicolau M., Hemberg E., O'Neill M., Brabazon A. Dynamic Ant: Introducing a new benchmark for Genetic Programming in Dynamic Environments, GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland o Byrne J., Hemberg E., O'Neill M. Interactive Operators for Evolutionary Architectural Design*, GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland
2010 o Hemberg E. *An Exploration of Grammars in Grammatical Evolution, PhD Thesis, University College Dublin. o O'Neill M., Vanneschi L., Gustafon S., Banzhaf W. Open Issues in Genetic Programming. Genetic Programming and Evolvable Machines, pp.339-363 Vol.11 No.3-4 o McKay R.I., Nguyen X.H., Whigham P.A., Shan Y., O'Neill M. Grammar-based Genetic Programming - A Survey. Genetic Programming and Evolvable Machines, pp.365-396 Vol.11 No.3-4 o O'Neill M., McDermott J., Swafford J.M., Byrne J., Hemberg E., Shotton E., McNally C., Brabazon A., Hemberg M. Evolutionary Design using Grammatical Evolution and Shape Grammars: Designing a Shelter.* International Journal of Design Engineering. o Hugosson J., Hemberg E., Brabazon A., O'Neill M. *Genotype Representations in Grammatical Evolution.* Applied Soft Computing, pp.36-43 Vol.10 o Cui W., Brabazon A., O'Neill M. *Evolving Dynamic Trade Execution Strategies using Grammatical Evolution.* In Proceedings of EvoFIN 2010 the 4th European Event on Evolutionary and Natural Computation in Finance and Economics. Springer. o Bradley R., Brabazon A., O'Neill M. *Evolving Trading Rule-Based Policies.* In Proceedings of EvoFIN 2010 the 4th European Event on Evolutionary and Natural Computation in Finance and Economics. Springer. o Fagan D., O'Neill M., Galvan-Lopez E., Brabazon A., McGarraghy S. 2010. *An analysis of Genotype-Phenotype Maps in Grammatical Evolution.* EuroGP 2010 the 13th European Conference on Genetic Programming. Springer. o Byrne J., McDermott J., O'Neill M., Brabazon A. *An analysis of the behaviour of mutation in Grammatical Evolution.* EuroGP 2010 the 13th European Conference on Genetic Programming. Springer. o Shao J., McDermott J., O'Neill M., Brabazon A. *Jive: A Generative, Interactive, Virtual, Evolutionary Music System* EvoMUSART 2010 the 8th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design. Springer. o Galvan-Lopez E., Swafford J.M., O'Neill M. *Evolving a Ms.Pac-man Controller using Grammatical Evolution* EvoGAMES 2010 the 2nd European event on Bio-inspired Algorithms in Games. Springer. o McGee R., O'Neill M., Brabazon A. *The Syntax of Stock Selection: Grammatical Evolution of a Stock Picking Model* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o McDermott J., O'Neill M., Brabazon A. *Interactive Interpolating Crossover in Grammatical Evolution* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o McDermott J., Byrne J., Swafford J.M., O'Neill M., Brabazon A. *Higher-Order Functions in Aesthetic EC Encodings* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Swafford J.M., O'Neill M. *An Examination on the Modularity of Grammars in Grammatical Evolutionary Design* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Byrne J., McDermott J., Galvan-Lopez E., O'Neill M. *Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Murphy E., O'Neill M., Galvan-Lopez E., Brabazon A. *Tree-Adjunct Grammatical Evolution* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Galvan-Lopez E., Fagan D., Murphy E., Swafford J.M., Agapitos A., O'Neill M., Brabazon A. *Comparing the Performance of the Evolvable πGrammatical Evolution Genotype-Phenotype Map to Grammatical Evolution in the Dynamic Ms. Pac-Man Environment* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Bradley R., Brabazon A., O'Neill M. *Objective Function Design in a Grammatical Evolutionary Trading System* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Cui W., Brabazon A., O'Neill M. *Evolving Efficient Limit Order Strategy using Grammatical Evolution* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Fagan D., Nicolau M., O'Neill M., Galvan-Lopez E., Brabazon A. *Investigating Mapping Order in πGE* IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain o Murphy J.E., Carr H., O'Neill M. *Animating Horse Gaits and Transitions*. EG UK Theory and Practice of Computer Graphics 2010. The Eurographics Assoication University of Sheffield, UK.
2009 o Dempsey I., O'Neill M., Brabazon A. *Foundations in Grammatical Evolution for Dynamic Environments.* Springer. o Murphy J.E., O'Neill M., Carr H. *Exploring Grammatical Evolution for Horse Gait Optimisation* EuroGP 2009 the 12th European Conference on Genetic Programming Springer Tubingen, Germany o Reddin J., McDermott J., Brabazon A., O'Neill M. *Elevated Pitch: Automated Grammatical Evolution of Short Compositions* EvoMUSART 2009 the 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Tubingen, Germany. o Byrne J., O'Neill M., Hemberg E., Brabazon A. *Analysis of Constant Creation Techniques on the Binomial-3 Problem in Grammatical Evolution* IEEE Congress on Evolutionary Computation IEEE Press Norway o Byrne J., O'Neill M., McDermott J., Brabazon A. *Structural and Nodal Mutation in Grammatical Evolution* Genetic and Evolutionary Computation Conference GECCO 2009 ACM Montreal, Canada o O'Neill M., Swafford J.M., McDermott, J., Byrne J., Brabazon A., Shotton E., McNally C., Hemberg M. *Shape Grammars and Grammatical Evolution for Evolutionary Design* Genetic and Evolutionary Computation Conference GECCO 2009 ACM Montreal, Canada o Hemberg E. *An Exploration of Learning and Grammars in Grammatical Evolution* GECCO 2009 Graduate Student Workshop Montreal, Canada o Hemberg E., O'Neill M., Brabazon A. *An investigation into automatically defined function representations in Grammatical Evolution* Mendel 2009 15th International Conference on Soft Computing Brno, Czech Republic o Murphy J., O'Neill M., Carr H. *Gait Optimisation for Distinct Horse Models using Grammatical Evolution* Mendel 2009 15th International Conference on Soft Computing Brno, Czech Republic o Wilson D., Kaur D. *Search, Neutral Evolution and Mapping in Evolutionary Computing: A Case Study of Grammatical Evolution*. IEEE Transactions on Evolutionary Computing, pp. 566-590, Vol. 13, issue 3, June 2009.
2008 o O'Neill M., Hemberg E., Gilligan C., Bartley E., McDermott J., Brabazon A. *GEVA: Grammatical Evolution in Java.* SIGEVOlution, pp.17-23 Vol.3 No.2, ACM o Brabazon A., O'Neill M. *Bond Rating with piGrammatical Evolution.* Knowledge-Driven Computing, pp.17-30 Springer o Dempsey, I., Brabazon, A., O'Neill, M Grammatical Genetic Programming Representation for Radial Basis Function Networks. Engineering Evolutionary Intelligent Systems, pp.325-335 Springer o Hemberg E., O'Neill M., Brabazon A. *Altering Search Rates of the Meta and Solution Grammars in the mGGA.* EuroGP 2008 LNCS Springer Naples o O'Neill M., Brabazon A. *Evolving a Logo Design Using Lindenmayer Systems, Postscript and Grammatical Evolution* IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. o Hemberg E., O'Neill M., Brabazon A. *Grammatical Bias and Building Blocks in Meta-Grammar Grammatical Evolution* IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. o O'Neill M., Brabazon A., Hemberg E. *Subtree Deactivation Control with Grammatical Genetic Programming* IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. o Murphy J.E., Carr H., O'Neill M. *Grammatical Evolution for Gait Retargeting* Sixth Theory and Practice of Computer Graphics 2008 Conference TPCG08 Eurographics University of Manchester, UK. o Hemberg, E., McPhee, N., O'Neill, M. and Brabazon, A. *Pre-, In- and Postfix grammars for Symbolic Regression in Grammatical Evolution* IEEE Workshop and Summer School on Evolutionary Computing 18-22 IEEE Press
2007 o Dempsey I. *Grammatical Evolution in Dynamic Environments, PhD Thesis, University College Dublin. o Dempsey I., O'Neill M., Brabazon A. Constant Creation with Grammatical Evolution.* International Journal of Innovative Computing and Applications, 1(1):23-38. o Hemberg E., Gilligan C., O'Neill M., Brabazon A. *A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms.* LNCS 4445 EuroGP 2007 10th European Conference on Genetic Programming, pp.1-11. Valencia, Spain. Springer. o Brabazon A., O'Neill M. *Classification with πGrammatical Evolution.* Studies in Computational Intelligence: Knowledge-Driven Computing, Knowledge Engineering and Intelligent Computations. Springer. o Hugosson J., Hemberg E., Brabazon A., O'Neill M. *An investigation of the mutation operator using different representations in Grammatical Evolution* AAIA 2007 - 2nd International Symposium Advances in Artificial Intelligence and Applications 409-419 Wisla, Poland. o Phelan M., McGarraghy S. *Mitigating the bullwhip effect in supply chains using grammatical evolution* Proceedings of the 25th International Conference of the System Dynamics Society Boston, MA, USA
2006 o Brabazon A., O'Neill M. *Biologically Inspired Algorithms for Financial Modelling. Springer. o O'Neill M. and Brabazon A. Grammatical Swarm: The Generation of Programs by Social Programming.* Natural Computing. 5(4):443-462. o Brabazon A., O'Neill M. *Credit Classification Using Grammatical Evolution. Informatica. 30(3):325-335. o O'Neill M., Brabazon, A. Recent Advances in Grammatical Evolution: the opportunities for financial modelling.* In Proc. International Conference on Numerical Methods for Finance, RCSI, Dublin. o O'Neill M., Leahy F., Brabazon A. *Grammatical Swarm: A variable-length Particle Swarm Algorithm.* Swarm Intelligent Systems, pp.59-74, Springer. o Dempsey, I. O'Neill, M. and Brabazon, A. *Adaptive Trading with Grammatical Evolution. In Proc. Congress on Evolutionary Computation (CEC 2006) IEEE Press Vancouver. o Nicolau M., Dempsey I. Introducing Grammar Based Extensions for Grammatical Evolution. In Proc. Congress on Evolutionary Computation (CEC 2006) IEEE Press Vancouver. o O'Neill M. and Brabazon A. Grammatical Differential Evolution.* In Proc. International Conference on Artificial Intelligence (ICAI'06) CSEA Press Las Vegas, Nevada.
2005 o O'Neill M. and Brabazon A. *mGGA: The meta-Grammar Genetic Algorithm* In Proceedings of EuroGP 2005. o Dempsey I., O'Neill M. and Brabazon A. *meta-Grammar Constant Creation with Grammatical Evolution by Grammatical Evolution.* In Proceedings of GECCO 2005. o Cleary R. and O'Neill M. *An Attribute Grammar Decoder for the 0/1 Multiconstrained Knapsack Problem.* In Proceedings of EvoCOP 2005. o O'Neill M., Adley C. and Brabazon A. *A Grammatical Evolution Approach to Eukaryotic Promoter Recognition.* In Proceedings of Bioinformatics Inform Workshop and Symposium 2005. o Brabazon A., Meagher K., Carty E., O'Neill M., Keenan P. *Grammar-mediated time-series prediction.* Journal of Intelligent Systems, pp.123-143 Vol.14 No.2-3. o Cleary R. *Extending Grammatical Evolution with Attribute Grammars: An Application to Knapsack Problems, Masters Thesis, University of Limerick. o Amarteifio S. Interpreting a Genotype-Phenotype Map with Rich Representations in XMLGE, Masters Thesis, University of Limerick. o Leahy F. Grammatical Swarm, Masters Thesis, University of Limerick. o O'Neill M., Brabazon A. Recent Adventures in Grammatical Evolution. In Proc. Computer Methods and Systems CMS'05, pp.245-253 Vol.1, Oprogramowanie Naukowo-Techniczne Tadeusiewicz Krakow, Poland. o Brabazon A., O'Neill M. Credit Rating with piGrammatical Evolution. In Proc. Computer Methods and Systems CMS'05, pp.253-260 Vol.1, Oprogramowanie Naukowo-Techniczne Tadeusiewicz R. et al. Krakow, Poland. o Amarteifio S., O'Neill M. Evolving Antibodies for XMLGE*. In Proc. Congress on Evolutionary Computation CEC 2005 IEEE Edinburgh, Scotland.
2004 o O'Neill M., Brabazon A., Nicolau M., McGarraghy S., Keenan P. *πGrammatical Evolution.* In Proceedings of GECCO 2004. o O'Neill M. and Brabazon A. *Grammatical Swarm.* In Proceedings of GECCO 2004. o O'Neill M., Brabazon A. and Adley C. *The Automatic Generation of Programs for Classification Problems with Grammatical Swarm.* In Proceedings of CEC 2004. o O'Neill M. and Ryan C. *Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code.* In Proceedings of EuroGP 2004. o Dempsey I., O'Neill M. and Brabazon A. *Grammatical Constant Creation.* In Proceedings of GECCO 2004. o Brabazon A. and O'Neill M. *Evolving Technical Trading Rules for Spot Foreign-Exchange Markets Using Grammatical Evolution.* Computational Management Science. o Brabazon A. and O'Neill M. *Diagnosing Corporate Stability Using Grammatical Evolution.* International Journal of Applied Mathematics and Computer Science. o Dempsey I., O'Neill M. and Brabazon A. *Live Trading with Grammatical Evolution.* In Proceedings of the Grammatical Evolution Workshop 2004. o O'Neill M., Cleary R. and Nikolov N. *Solving Knapsack Problems with Attribute Grammars.* In Proceedings of the Grammatical Evolution Workshop 2004. o Nicolau M. *Automatic Grammar Complexity Reduction in Grammatical Evolution.* In Proceedings of the Grammatical Evolution Workshop 2004. o Vanyi R and Zvada S. *Syntactically Correct Genetic Programming.* In Proceedings of the Grammatical Evolution Workshop 2004. o Amarteifio S. and O'Neill M. *An Evolutionary Approach to Complex System Regulation using Grammatical Evolution.* In Proceedings of Artificial Life 9. o Brabazon A. and O'Neill M. *Bond Issuer Credit Rating with Grammatical Evolution.* In Proceedings of EvoIASP 2004. o Brabazon A., O'Neill M. and Matthews R. *Grammar, Representations, Mental Maps and Corporate Strategy.* In Business Research Yearbook Vol.XI.
2003 o O'Neill M. and Ryan C. *Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language.* Kluwer Academic Publishers. o O'Neill M., Ryan C., Keijzer M., and Cattolico M. *Crossover in Grammatical Evolution.* Genetic Programming and Evolable Machines Vol.4, No.1. o O'Neill M., Dempsey I., Brabazon A., and Ryan C. *Analysis of a Digit Concatenation Approach to Constant Creation.* In Proceedings of EuroGP 2003. o Nicolau M., and Ryan C. *How functional dependency adapts to salience hierarchy in the GAuGE system.* In Proceedings of EuroGP 2003. <Postscript> o Brabazon A., and O'Neill M. *Evolving technical trading rules for foreign-exchange markets.* In Proceedings of the Computational Management Science Conference 2003. o Brabazon A., and O'Neill M. *A grammar model for foreign exchange trading.* In Proceedings of IC-AI'03 the 2003 International Conference on Artificial Intelligence. o Brabazon A., and O'Neill M. *Anticipating Bankruptcy Reorganisation from Raw Financial Data using Grammatical Evolution.* In Proceedings of EvoIASP 2003. o Brabazon A., Matthews R., and O'Neill M. *Grammar, Representations and Mental Maps: Insights into Strategy.* Proceedings of the British Academy of Management Annual Conference. o Brabazon A., and O'Neill M. *Evolving financial models using grammatical evolution.* In Proceedings of SEAG 2003, London Metropolitan University, London, 8th September 2003.
2002 o Nicolau M., and Ryan C. *LINKGAUGE: Tackling hard deceptive problems with a new linkage learning genetic algorithm.<Postscript> o Brabazon T., O'Neill M., Ryan C., and Matthews R. Evolving classifiers to model the relationships between strategy and corporate performance using grammatical evolution.* In Proceedings of EuroGP 2002. o Keijzer M., O'Neill M., Ryan C., and Cattolico M. *Grammatical Evolution Rules: The mod and The Bucket Rule.* In Proceedings of EuroGP 2002. o Ryan C., Nicolau M., O'Neill M. *Genetic Algorithms using Grammatical Evolution.* In Proceedings of EuroGP 2002.
2001 o O'Neill M. Automatic Programming in an Arbitrary Language: Evolving Programs with Grammatical Evolution. PhD thesis, University of Limerick. o O'Neill M., Ryan C. Grammatical Evolution. IEEE Transactions on Evolutionary Computation, Vol. 5 No.4, August 2001. o O'Neill M., Brabazon T., Ryan C., Collins J.J. *Developing a Market Timing System using Grammatical Evolution.* In Proceedings of GECCO 2001.<Postscript> o O'Neill M., Ryan C., Nicolau M. *Grammar Defined Introns: An Investigation into Grammars, Introns, and Bias in Grammatical Evolution.* In Proceedings of GECCO 2001. <Postscript> o Keijzer M., Ryan C., O'Neill M., Cattolico M., and Babovic V. *Adaptive Logic Programming.* In Proceedings of GECCO 2001. o Brabazon T., O'Neill M., Ryan C., Collins J.J. *Uncovering Technical Trading Rules Using Evolutionary Automatic Programming.* In Proceedings of 2001 AAANZ Conference (Accounting Association of Australia and NZ) in Auckland, 1-3 July 2001. o Keijzer M., Ryan C., O'Neill M., Cattolico M., and Babovic V. *Ripple Crossover in Genetic Programming.* In Proceedings of EuroGP 2001. o O'Neill M., Ryan C., Keijzer M., Cattolico M. Crossover in Grammatical Evolution: The Search Continues. In Proceedings of EuroGP 2001. <Postscript> o O'Neill M., Brabazon T., Ryan C., Collins J.J. Evolving Market Index Trading Rules using Grammatical Evolution. In Proceedings of EvoIASP 2001. <Postscript> 2000
o O'Neill M., Ryan C. *An Investigation in Automatic Function Definition with Grammatical Evolution.* In Proceedings of the Seventh Research Conference of the Dept. Of Computer Science and Information Systems, University of Limerick, 19 September 2000. o O'Neill M., Collins J.J., Ryan C. *Automatic Programming of Robots. In Proceedings of AICS 2000. o O'Neill M., Ryan C. Incorporating Gene Expression Models into Evolutionary Algorithms. In Proceedings of the 2000 Genetic and Evolutionary Computation Conference Workshop Program, pages 167-172. <Postscript> o O'Neill M., Ryan C. Grammar based function definition in Grammatical Evolution. In Proceedings of GECCO 2000, the Genetic and Evolutionary Computation Conference, pages 485-490. <Postscript> o O'Neill M., Ryan C. Crossover in Grammatical Evolution: A Smooth Operator?* In Proceedings of the Third European Workshop on Genetic Programming 2000, pages 149-162. <Postscript> o O'Neill M., Collins J.J., Ryan C. *Automatic Generation of Robot Behaviours using Grammatical Evolution.* In Proceedings of AROB 2000, the Fifth International Symposium on Artificial Life and Robotics, pages 351-354.
1999
o O'Neill M., Ryan C. *Steps Towards Khepera Dance Improvisation.* In Proceedings of the First International Khepera Workshop 1999. o O'Neill M., Ryan C. *Automatic Generation of Programs with Grammatical Evolution.* In Proceedings of AICS 1999, pages 72-78. <Postscript> o O'Neill M. *Automatic Generation of Programs that Outperform Human Designed Algorithms* In Proceedings of the Sixth Research Conference of the Dept. of Computer Science and Information Systems, University of Limerick, September 1999. o O'Neill M., Ryan C. *Genetic Code Degeneracy: Implications for Grammatical Evolution and Beyond.* In Proceedings of the European Conference on Artificial Life, 1999. <Postscript> o O'Neill M. *Automatic Programming with Grammatical Evolution.* In Proceedings of the Genetic and Evolutionary Computation Conference Workshop Program, July 13-17, 1999, Orlando, Florida USA. San Francisco, CA: Morgan Kaufmann. <Postscript> <HTML> o O'Neill M., Ryan C. *Under the Hood of Grammatical Evolution.* In Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, July 13-17, 1999, Orlando, Florida USA. San Francisco, CA: Morgan Kaufmann. <Postscript> o O'Neill M., Ryan C. *Automatic Generation of Caching Algorithms.* In Proceedings of EUROGEN 1999, Short Course on Evolutionary Algorithms in Engineering and Computer Science, Jyv�skyl�, Finland, May 30 - June 3, 1999, pages 127-134. <Postscript> o O'Neill M., Ryan C. *Evolving Multi-Line Compilable C Code.* In Proceedings of the Second European Workshop on Genetic Programming 1999, pages 83-92. <Postscript> o O'Neill M., Ryan C. *Automatic Generation of High Level Functions using Evolutionary Algorithms.* In Proceedings of SCASE 1999, Soft Computing and Software Engineering Workshop, University of Limerick, Ireland. <Postscript>
1998
o O'Neill M., Ryan C. *Grammatical Evolution: A Steady State approach.* In Proceedings of the Second International Workshop on Frontiers in Evolutionary Algorithms 1998, pages 419-423. <Postscript> <HTML> o O'Neill M. *Grammatical Evolution* In Proceedings of the Fifth Research Conference of the Dept. of Computer Science and Information Systems, University of Limerick, September 1998. o O'Neill M., Ryan C. *Grammatical Evolution: A Steady State approach.* In Late Breaking Papers at the Genetic Programming 1998 Conference, University of Wisconsin, July 22-25,1998. Madison, WI: Omni Press. <Postscript> <HTML> o Ryan C., O'Neill M., Collins J.J. *Grammatical Evolution: Solving Trigonometric Identities.* In proceedings of Mendel 1998: 4th International Mendel Conference on Genetic Algorithms, Optimisation Problems, Fuzzy Logic, Neural Networks, Rough Sets. June 24-26 1998, Brno, Czech Republic, pages 111-119. <Postscript> <HTML> o Ryan C., Collins J.J., O'Neill M. *Grammatical Evolution: Evolving Programs for an Arbitrary Language.* Lecture Notes in Computer Science 1391. First European Workshop on Genetic Programming 1998. <Postscript> <HTML>
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