Anthony Brabazon

According to our database1, Anthony Brabazon authored at least 164 papers between 2001 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

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Bibliography

2019
A genetic programming approach for delta hedging.
Genetic Programming and Evolvable Machines, 2019

Evolutionary consequences of learning strategies in a dynamic rugged landscape.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

The Evolution of Self-taught Neural Networks in a Multi-agent Environment.
Proceedings of the Applications of Evolutionary Computation, 2019

How Learning Strategies Can Promote an Evolving Population in Dynamic Environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Mutational Robustness and Structural Complexity in Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Foraging-Inspired Optimisation Algorithms
Natural Computing Series, Springer, ISBN: 978-3-319-59155-1, 2018

How the "Baldwin Effect" Can Guide Evolution in Dynamic Environments.
Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018

Adaptive Advantage of Learning Strategies: A Study Through Dynamic Landscape.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

The Baldwin Effect Reconsidered Through the Prism of Social Learning.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Grammatical Evolution in Finance and Economics: A Survey.
Proceedings of the Handbook of Grammatical Evolution, 2018

2017
Evolutionary Behavior Tree Approaches for Navigating Platform Games.
IEEE Trans. Comput. Intellig. and AI in Games, 2017

Feature selection for speaker verification using genetic programming.
Evolutionary Intelligence, 2017

Regularised gradient boosting for financial time-series modelling.
Comput. Manag. Science, 2017

Foraging inspired algorithms: A design perspective.
Proceedings of the 13th International Conference on Natural Computation, 2017

Social Grammatical Evolution with imitation learning for real-valued function estimation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
The raven roosting optimisation algorithm.
Soft Comput., 2016

An Analysis of the Performance of Genetic Programming for Realised Volatility Forecasting.
J. Artif. Intell. Soft Comput. Res., 2016

Characterising order book evolution using self-organising maps.
Evolutionary Intelligence, 2016

Foreword: special issue on computational finance and economics.
Evolutionary Intelligence, 2016

An efficient customer search tool within an Anti-Money Laundering application implemented on an international bank's dataset.
CoRR, 2016

Distributed Perception Algorithm.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Speaker Verification on Unbalanced Data with Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Genetic Programming with Memory For Financial Trading.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

An exploration of grammatical encodings to model six nations rugby match outcomes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Complexity measures in Genetic Programming learning: A brief review.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Natural Computing Algorithms
Natural Computing Series, Springer, ISBN: 978-3-662-43631-8, 2015

Information Propagation in a Social Network: The Case of a Fish Schooling Algorithm.
Proceedings of the Propagation Phenomena in Real World Networks, 2015

Extending the bat foraging metaphor for optimisation algorithm design.
IJMHeur, 2015

Realised volatility forecasting: A genetic programming approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A genetic programming approach for delta hedging.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Guidelines for defining benchmark problems in Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Deep evolution of image representations for handwritten digit recognition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Evolving parametric aircraft models for design exploration and optimisation.
Neurocomputing, 2014

Dynamic Index Trading Using a Gene Regulatory Network Model.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Geometric Semantic Genetic Programming for Financial Data.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Pattern Mining in Ultra-High Frequency Order Books with Self-Organizing Maps.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Evolving an Aircraft Using a Parametric Design System.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2014

Higher Order Functions for Kernel Regression.
Proceedings of the Genetic Programming - 17th European Conference, 2014

An analysis of price impact functions of individual trades on the London Stock Exchange.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

An examination of synchronisation in Artificial Gene Regulatory Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Ensemble Bayesian Model Averaging in Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
A methodology for user directed search in evolutionary design.
Genetic Programming and Evolvable Machines, 2013

Towards a dynamic benchmark for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming.
Proceedings of the Genetic Programming - 16th European Conference, 2013

2012
Tackling Overfitting in Evolutionary-Driven Financial Model Induction.
Proceedings of the Natural Computing in Computational Finance - Volume 4, 2012

Natural Computing in Computational Finance (Volume 4): Introduction.
Proceedings of the Natural Computing in Computational Finance - Volume 4, 2012

Natural Computing in Finance - A Review.
Proceedings of the Handbook of Natural Computing, 2012

Analyzing Module Usage in Grammatical Evolution.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Applying Genetic Regulatory Networks to Index Trading.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Differential Gene Expression with Tree-Adjunct Grammars.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Comparing methods for module identification in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A Local Search Interface for Interactive Evolutionary Architectural Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives.
Proceedings of the Applications of Evolutionary Computation, 2012

Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Grammar Bias and Initialisation in Grammar Based Genetic Programming.
Proceedings of the Genetic Programming - 15th European Conference, 2012

An agent-based modeling approach to study price impact.
Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

Termination in Grammatical Evolution: grammar design, wrapping, and tails.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Optimal patent design: An agent-based approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Tracer spectrum: a visualisation method for distributed evolutionary computation.
Genetic Programming and Evolvable Machines, 2011

Defining locality as a problem difficulty measure in genetic programming.
Genetic Programming and Evolvable Machines, 2011

Neutrality in evolutionary algorithms... What do we know?
Evolving Systems, 2011

Early stopping criteria to counteract overfitting in genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A non-destructive grammar modification approach to modularity in grammatical evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dynamic environments can speed up evolution with genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A comparison of GE and TAGE in dynamic environments.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Stateful program representations for evolving technical trading rules.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling.
Proceedings of the Applications of Evolutionary Computation, 2011

Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation, 2011

Exploring Grammatical Modification with Modules in Grammatical Evolution.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Examining Mutation Landscapes in Grammar Based Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Investigation of the Performance of Different Mapping Orders for GE on the Max Problem.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Reactiveness and navigation in computer games: Different needs, different approaches.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

Learning environment models in car racing using stateful Genetic Programming.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010
Genotype representations in grammatical evolution.
Appl. Soft Comput., 2010

Evolutionary Learning of Technical Trading Rules without Data-Mining Bias.
Proceedings of the Parallel Problem Solving from Nature, 2010

Towards an understanding of locality in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Jive: A Generative, Interactive, Virtual, Evolutionary Music System.
Proceedings of the Applications of Evolutionary Computation, 2010

Evolving a Ms. PacMan Controller Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation, 2010

Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation, 2010

Evolving Trading Rule-Based Policies.
Proceedings of the Applications of Evolutionary Computation, 2010

An Analysis of Genotype-Phenotype Maps in Grammatical Evolution.
Proceedings of the Genetic Programming, 13th European Conference, 2010

An Analysis of the Behaviour of Mutation in Grammatical Evolution.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Tree-adjunct grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

The syntax of stock selection: Grammatical Evolution of a stock picking model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Interactive interpolating crossover in grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Higher-order functions in aesthetic EC encodings.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Defining locality in genetic programming to predict performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Comparing the performance of the evolvable piGrammatical Evolution genotype-phenotype map to Grammatical Evolution in the dynamic Ms. Pac-Man environment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Investigating mapping order in piGE.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Swarm intelligence-based stochastic programming model for dynamic asset allocation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolving efficient limit order strategy using Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Objective function design in a grammatical evolutionary trading system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Identifying online credit card fraud using Artificial Immune Systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Foundations in Grammatical Evolution for Dynamic Environments
Studies in Computational Intelligence 194, Springer, ISBN: 978-3-642-00313-4, 2009

A comparative study of the canonical genetic algorithm and a real-valued quantum-inspired evolutionary algorithm.
Int. J. Intelligent Computing and Cybernetics, 2009

An Efficient Search Tool For An Anti-Money Laundering Application Of An Multi-National Bank's Dataset.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009

Shape grammars and grammatical evolution for evolutionary design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Efficient trade execution using a genetic algorithm in an order book based artificial stock market.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Structural and nodal mutation in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

An Introduction to Natural Computing in Finance.
Proceedings of the Applications of Evolutionary Computing, 2009

Dynamic High Frequency Trading: A Neuro-Evolutionary Approach.
Proceedings of the Applications of Evolutionary Computing, 2009

Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Calibration of the VGSSDOption Pricing Model using a Quantum-inspired Evolutionary Algorithm.
Proceedings of the Quantum Inspired Intelligent Systems, 2008

Non-linear Principal Component Analysis of the Implied Volatility Smile using a Quantum-inspired Evolutionary Algorithm.
Proceedings of the Natural Computing in Computational Finance, 2008

A Grammatical Genetic Programming Representation for Radial Basis Function Networks.
Proceedings of the Engineering Evolutionary Intelligent Systems, 2008

Estimation of an EGARCHVolatility Option Pricing Model using a Bacteria Foraging Optimisation Algorithm.
Proceedings of the Natural Computing in Computational Finance, 2008

Natural Computing in Computational Finance: An Introduction.
Proceedings of the Natural Computing in Computational Finance, 2008

Self-organising swarm (SOSwarm).
Soft Comput., 2008

Quantum-Inspired Evolutionary Algorithms for Financial Data Analysis.
Proceedings of the Applications of Evolutionary Computing, 2008

Option Model Calibration Using a Bacterial Foraging Optimization Algorithm.
Proceedings of the Applications of Evolutionary Computing, 2008

Altering Search Rates of the Meta and Solution Grammars in the mGGA.
Proceedings of the Genetic Programming, 11th European Conference, 2008

Subtree deactivation control with grammatical Genetic Programming in dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving a logo design using Lindenmayer systems, Postscript & Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Self-organizing swarm (SOSwarm) for financial credit-risk assessment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Grammatical bias and building blocks in meta-grammar Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Benchmarking the performance of the real-valued Quantum-inspired Evolutionary Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Predicting Going Concern Audit Qualification Using Neural Networks.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

Adaptive genetic programming for option pricing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Option pricing model calibration using a real-valued quantum-inspired evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Quantum-Inspired Evolutionary Algorithms for Calibration of the VG Option Pricing Model.
Proceedings of the Applications of Evolutinary Computing, 2007

A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms.
Proceedings of the Genetic Programming, 10th European Conference, 2007

2006
Grammatical Swarm: A Variable-Length Particle Swarm Algorithm.
Proceedings of the Swarm Intelligent Systems, 2006

Grammatical Swarm: The generation of programs by social programming.
Natural Computing, 2006

Credit Classification Using Grammatical Evolution.
Informatica (Slovenia), 2006

Designing Radial Basis Function Networks for Classification Using Differential Evolution.
Proceedings of the International Joint Conference on Neural Networks, 2006

Grammatical Differential Evolution.
Proceedings of the 2006 International Conference on Artificial Intelligence, 2006

Identifying Merger and Takeover Targets Using a Self-Organising Map.
Proceedings of the 2006 International Conference on Artificial Intelligence, 2006

Self-Organizing Swarm (SOSwarm): A Particle Swarm Algorithm for Unsupervised Learning.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Adaptive Trading With Grammatical Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Biologically inspired algorithms for financial modelling.
Natural computing series, Springer, ISBN: 978-3-540-26252-7, 2006

2005
Simulating the Strategic Adaptation of Organizations Using OrgSwarm.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Investigating Strategic Inertia Using OrgSwarm.
Informatica (Slovenia), 2005

InventSim: An Agent-Based Model of Product Invention.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2005

Organizational Strategic Adaptation in the Presence of Inertia.
Advances in Complex Systems, 2005

Modelling Short-Term Credit Ratings Using an MLP.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005

Meta-grammar constant creation with grammatical evolution by grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Agent-based modelling of product invention.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

mGGA: The meta-Grammar Genetic Algorithm.
Proceedings of the Genetic Programming, 8th European Conference, 2005

A memetic model of product invention.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Evolving technical trading rules for spot foreign-exchange markets using grammatical evolution.
Comput. Manag. Science, 2004

A hybrid genetic model for the prediction of corporate failure.
Comput. Manag. Science, 2004

OrgSwarm - A Particle Swarm Model of Organizational Adaptation.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

An Ant-clustering Model for Solvency Prediction.
Proceedings of the International Conference on Artificial Intelligence, 2004

Intra-day Financial Asset Trading Using Grammatical Evolution.
Proceedings of the International Conference on Artificial Intelligence, 2004

Corporate Bond Rating Using Neural Networks.
Proceedings of the International Conference on Artificial Intelligence, 2004

pi-Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation, 2004

Grammatical Swarm.
Proceedings of the Genetic and Evolutionary Computation, 2004

Grammatical Constant Creation.
Proceedings of the Genetic and Evolutionary Computation, 2004

A Particle Swarm Model of Organizational Adaptation.
Proceedings of the Genetic and Evolutionary Computation, 2004

Bond-Issuer Credit Rating with Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computing, 2004

The automatic generation of programs for classification problems with grammatical swarm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Investigating organizational strategic inertia using a particle swarm model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
A Grammar Model for Foreign-Exchange Trading.
Proceedings of the International Conference on Artificial Intelligence, 2003

Self-Organising Maps: Recognising Patterns of Corporate Underperformance.
Proceedings of the International Conference on Artificial Intelligence, 2003

Anticipating Bankruptcy Reorganisation from Raw Financial Data Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computing, 2003

Analysis of a Digit Concatenation Approach to Constant Creation.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
Grammatical Evolution And Corporate Failure Prediction.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Evolving Classifiers to Model the Relationship between Strategy and Corporate Performance Using Grammatical Evolution.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Investigations into Market Index Trading Models Using Evolutionary Automatic Programming.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

Financial Time Series Modelling Using Neural Networks: An Assessment of the Utility of a Stacking Methodology.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

2001
Evolving Market Index Trading Rules Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computing, 2001


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