Riccardo Poli

Orcid: 0000-0003-4612-0780

Affiliations:
  • University of Essex, UK


According to our database1, Riccardo Poli authored at least 230 papers between 1991 and 2023.

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Bibliography

2023
Incorrect Application of Yilmaz-Poli (2022) Initialisation Method in dePater-Mitici 2023 paper entitled "A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers".
Neural Networks, November, 2023

Super-Human and Super-AI Cognitive Augmentation of Human and Human-AI Teams Assisted by Brain Computer Interfaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022
Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean.
Neural Networks, 2022

2020
Confidence Prediction from EEG Recordings in a Multisensory Environment.
Proceedings of the 10th International Conference on Biomedical Engineering and Technology, 2020

Potential pitfalls of widely used implementations of common spatial patterns.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Benefits of Multisensory Cues in a Realistic Target Discrimination Task.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2020

2019
Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Genetic optimisation of BCI systems for identifying games related cognitive states.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Lessons from Testing an Evolutionary Automated Game Balancer in Industry.
Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

Online-Trained Fitness Approximators for Real-World Game Balancing.
Proceedings of the Applications of Evolutionary Computation, 2018

Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Enhancement of Group Perception via a Collaborative Brain-Computer Interface.
IEEE Trans. Biomed. Eng., 2017

Brain-Computer Interfaces for Detection and Localization of Targets in Aerial Images.
IEEE Trans. Biomed. Eng., 2017

Augmenting group performance in target-face recognition via collaborative brain-computer interfaces for surveillance applications.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Speeding up genetic algorithm-based game balancing using fitness predictors.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Automated Game Balancing in Ms PacMan and StarCraft Using Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Evolving a designer-balanced neural network for Ms PacMan.
Proceedings of the 2017 9th Computer Science and Electronic Engineering Conference, 2017

2016
Comparing EEG, its time-derivative and their joint use as features in a BCI for 2-D pointer control.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Addressing the envelope reduction of sparse matrices using a genetic programming system.
Comput. Optim. Appl., 2015

A collaborative Brain-Computer Interface to improve human performance in a visual search task.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

A collaborative Brain-Computer Interface for improving group detection of visual targets in complex natural environments.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

2014
Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP.
Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014

Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach.
IEEE Trans. Evol. Comput., 2014

A Model for Analysing the Collective Dynamic Behaviour and Characterising the Exploitation of Population-Based Algorithms.
Evol. Comput., 2014

Taming the Complexity of Natural and Artificial Evolutionary Dynamics.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty.
Evol. Comput., 2013

Towards cooperative brain-computer interfaces for space navigation.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Improving decision-making based on visual perception via a collaborative brain-computer interface.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2013

2012
Genetic Programming - Introduction, Applications, Theory and Open Issues.
Proceedings of the Handbook of Natural Computing, 2012

The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates.
IEEE Trans. Evol. Comput., 2012

A genetic programming approach to the evolution of brain-computer interfaces for 2-D mouse-pointer control.
Genet. Program. Evolvable Mach., 2012

A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms.
Proceedings of the Applications of Evolutionary Computation, 2012

2011
Geometric crossover for the permutation representation.
Intelligenza Artificiale, 2011

Evolution of human-competitive lossless compression algorithms with GP-zip2.
Genet. Program. Evolvable Mach., 2011

Neutrality in evolutionary algorithms... What do we know?
Evol. Syst., 2011

A Hyper-Heuristic Approach to Evolving Algorithms for Bandwidth Reduction Based on Genetic Programming.
Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

Investigating a new paradigm for designing evolutionary optimisation algorithms using social behaviour evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A social behaviour evolution approach for evolutionary optimisation.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Social adaptive groups: a new approach for evolutionary optimisation based on social behaviour evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse.
Proceedings of the Applications of Evolutionary Computation, 2011

Evolution of a Brain-Computer Interface Mouse via Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Swarm intelligence theory: A snapshot of the state of the art.
Theor. Comput. Sci., 2010

Swarm intelligence: the state of the art special issue of natural computing.
Nat. Comput., 2010

Theoretical results in genetic programming: the next ten years?
Genet. Program. Evolvable Mach., 2010

Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines.
Genet. Program. Evolvable Mach., 2010

Practical performance models of algorithms in evolutionary program induction and other domains.
Artif. Intell., 2010

A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem.
Proceedings of the Parallel Problem Solving from Nature, 2010

Solution-Locked Averages and Solution-Time Binning in Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010

GP-Fileprints: File Types Detection Using Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Unsupervised Problem Decomposition Using Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Sub-tree Swapping Crossover and Arity Histogram Distributions.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Evolutionary synthesis of lossless compression algorithms with GP-zip3.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation.
IEEE Trans. Evol. Comput., 2009

Editorial for the special issue on Particle Swarm Optimization.
Swarm Intell., 2009

Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework.
Memetic Comput., 2009

Analogue evolutionary brain computer interfaces [Application Notes].
IEEE Comput. Intell. Mag., 2009

An Empirical Investigation of How Degree Neutrality Affects GP Search.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming.
Proceedings of the IJCCI 2009, 2009

Limitations of the fitness-proportional negative slope coefficient as a difficulty measure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Introduction to genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Genetic programming theory I & II.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Free lunches for neural network search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Developmental plasticity in linear genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Free lunches for function and program induction.
Proceedings of the Foundations of Genetic Algorithms, 2009

Memory with Memory in Tree-Based Genetic Programming.
Proceedings of the Genetic Programming, 12th European Conference, 2009

There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Automatic Creation of Taxonomies of Genetic Programming Systems.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Grammar-based genetic programming for timetabling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Genetic-Programming Based Prediction of Data Compression Saving.
Proceedings of the Artifical Evolution, 2009

2008
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications.
Proceedings of the Computational Intelligence: A Compendium, 2008

Mapping non-conventional extensions of genetic programming.
Nat. Comput., 2008

Parameter Mapping: A genetic programming approach to function optimization.
Int. J. Knowl. Based Intell. Eng. Syst., 2008

An Eigen analysis of the GP community.
Genet. Program. Evolvable Mach., 2008

Sub-tree Swapping Crossover, Allele Diffusion and GP Convergence.
Proceedings of the Parallel Problem Solving from Nature, 2008

Elitism reduces bloat in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

The impact of population size on code growth in GP: analysis and empirical validation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Parsimony pressure made easy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Genetic programming theory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Memory with memory: soft assignment in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Subheuristic search and scalability in a hyperheuristic.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Evolving heuristics with genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Inc*: An Incremental Approach for Improving Local Search Heuristics.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008

A Linear Estimation-of-Distribution GP System.
Proceedings of the Genetic Programming, 11th European Conference, 2008

The Effects of Constant Neutrality on Performance and Problem Hardness in GP.
Proceedings of the Genetic Programming, 11th European Conference, 2008

Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems.
Proceedings of the Genetic Programming, 11th European Conference, 2008

Crossover, Sampling, Bloat and the Harmful Effects of Size Limits.
Proceedings of the Genetic Programming, 11th European Conference, 2008

Operator Equalisation and Bloat Free GP.
Proceedings of the Genetic Programming, 11th European Conference, 2008

N-gram GP: Early results and half-baked ideas.
Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008

Self-adaptive hyperheuristic and greedy search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Toward subheuristic search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolutionary lossless compression with GP-ZIP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Analysis and extension of the Inc* on the satisfiability testing problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A Field Guide to Genetic Programming
lulu.com, ISBN: 978-1-4092-0073-4, 2008

2007
Coarse-Grained Dynamics for Generalized Recombination.
IEEE Trans. Evol. Comput., 2007

Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms.
IEEE Trans. Evol. Comput., 2007

Particle swarm optimization.
Swarm Intell., 2007

Understanding the Biases of Generalised Recombination: Part II.
Evol. Comput., 2007

Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Genetic programming theory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Markov chain models of bare-bones particle swarm optimizers.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

On the moments of the sampling distribution of particle swarm optimisers.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

How and why a bit-wise neutrality with and without locality affects evolutionary search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Linear genetic programming of metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

EcoPS: a particle swarm algorithm to model group-foraging.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Geometric particle swarm optimisation on binary and real spaces: from theory to practice.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A GP-based hyper-heuristic framework for evolving 3-SAT heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007

On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007

Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007

Decomposition of Fitness Functions in Random Heuristic Search.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007

Evolutionary Brain Computer Interfaces.
Proceedings of the Applications of Evolutinary Computing, 2007

On the Limiting Distribution of Program Sizes in Tree-Based Genetic Programming.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Geometric Particle Swarm Optimisation.
Proceedings of the Genetic Programming, 10th European Conference, 2007

A histogram-matching approach to the evolution of bin-packing strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Linear genetic programming of parsimonious metaheuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Linear selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic.
Proceedings of the Artificial Evolution, 2007

Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework.
Proceedings of the Artificial Evolution, 2007

2006
Genetic and Evolutionary Computation.
Intelligenza Artificiale, 2006

Morphological algorithm design for binary images using genetic programming.
Genet. Program. Evolvable Mach., 2006

Understanding the Biases of Generalised Recombination: Part I.
Evol. Comput., 2006

Editorial for the Special Issue on the Best of GECCO 2004.
Evol. Comput., 2006

Backward-chaining evolutionary algorithms.
Artif. Intell., 2006

Geometric Crossover for Sets, Multisets and Partitions.
Proceedings of the Parallel Problem Solving from Nature, 2006

Product Geometric Crossover.
Proceedings of the Parallel Problem Solving from Nature, 2006

Some Steps Towards Understanding How Neutrality Affects Evolutionary Search.
Proceedings of the Parallel Problem Solving from Nature, 2006

Modelling Group-Foraging Behaviour with Particle Swarms.
Proceedings of the Parallel Problem Solving from Nature, 2006

Information Perspective of Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2006

Generalized cycle crossover for graph partitioning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

An empirical investigation of how and why neutrality affects evolutionary search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Structure and metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Classes of problems in the black box scenario.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

The no free lunch and realistic search algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Geometric Crossover for Biological Sequences.
Proceedings of the Genetic Programming, 9th European Conference, 2006

The Halting Probability in Von Neumann Architectures.
Proceedings of the Genetic Programming, 9th European Conference, 2006

On Turing complete T7 and MISC F--4 program fitnes landscapes.
Proceedings of the Theory of Evolutionary Algorithms, 05.02. - 10.02.2006, 2006

Emergent Behaviour, Population-based Search and Low-pass Filtering.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Finding Social Landscapes for PSOs via Kernels.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Kolmogorov complexity, Optimization and Hardness.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Communication, Leadership, Publicity and Group Formation in Particle Swarms.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

Extending the Particle Swarm Algorithm to Model Animal Foraging Behaviour.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005
Backward-chaining genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Exploring extended particle swarms: a genetic programming approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Topological crossover for the permutation representation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Information landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Information landscapes and problem hardness.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Information landscapes and the analysis of search algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Tournament Selection, Iterated Coupon-Collection Problem, and Backward-Chaining Evolutionary Algorithms.
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005

Extending Particle Swarm Optimisation via Genetic Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005

Coarse graining in an evolutionary algorithm with recombination, duplication and inversion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Theoretical analysis of generalised recombination.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Geometric landscape of homologous crossover for syntactic trees.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Evolutionary Solo Pong players.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Evolving problems to learn about particle swarm and other optimisers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

No free lunch, Kolmogorov complexity and the information landscape.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover.
Genet. Program. Evolvable Mach., 2004

Optimization via Parameter Mapping with Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 2004

Fitness Distributions and GA Hardness.
Proceedings of the Parallel Problem Solving from Nature, 2004

An Estimation of Distribution Algorithm Based on Maximum Entropy.
Proceedings of the Genetic and Evolutionary Computation, 2004

Topological Interpretation of Crossover.
Proceedings of the Genetic and Evolutionary Computation, 2004

Multi-agent Foreign Exchange Market Modelling Via GP.
Proceedings of the Genetic and Evolutionary Computation, 2004

Constrained Molecular Dynamics as a Search and Optimization Tool.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Reusing Code in Genetic Programming.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
Editorial.
EURASIP J. Adv. Signal Process., 2003

General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II.
Evol. Comput., 2003

General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I.
Evol. Comput., 2003

On Two Approaches to Image Processing Algorithm Design for Binary Images Using GP.
Proceedings of the Applications of Evolutionary Computing, 2003

A Simple but Theoretically-Motivated Method to Control Bloat in Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
A Fixed Point Analysis Of A Gene Pool GA With Mutation.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Exact Results From A Coarse Grained Formulation Of The Dynamics Of Variable-length Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

On The Search Biases Of Homologuous Crossover In Linear Genetic Programming And Variable-length Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Using Schema Theory To Explore Interactions Of Multiple Operators.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Crossover Operators For A Hardware Implementation Of GP Using FPGAs And Handel-C.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Bistability in a Gene Pool GA with Mutation.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002

A Schema-Theory-Based Extension of Geiringer's Theorem for Linear GP and Varialbe-length GAs under Homologous Crossover.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002

Editorial Introduction.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002

Allele Diffusion in Linear Genetic Programming and Variable-Length Genetic Algorithms with Subtree Crossover.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Foundations of genetic programming.
Springer, ISBN: 978-3-540-42451-2, 2002

2001
Robust mobile robot localisation from sparse and noisy proximity readings using Hough transform and probability grids.
Robotics Auton. Syst., 2001

Exact Schema Theory for Genetic Programming and Variable-Length Genetic Algorithms with One-Point Crossover.
Genet. Program. Evolvable Mach., 2001

Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size.
Proceedings of the Genetic Programming, 4th European Conference, 2001

General Schema Theory for Genetic Programming with Subtree-Swapping Crossover.
Proceedings of the Genetic Programming, 4th European Conference, 2001

A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations.
Proceedings of the Genetic Programming, 4th European Conference, 2001

Exact GP schema theory for headless chicken crossover and subtree mutation.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

A schema theory analysis of mutation size biases in genetic programming with linear representations.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
Solving High-Order Boolean Parity Problems with Smooth Uniform Crossover, Sub-Machine Code GP and Demes.
Genet. Program. Evolvable Mach., 2000

Exact Schema Theorem and Effective Fitness for GP with One-Point Crossover.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Recursive Conditional Schema Theorem, Convergence and Population Sizing in Genetic Algorithms.
Proceedings of the Sixth Workshop on Foundations of Genetic Algorithms, 2000

Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory.
Proceedings of the Genetic Programming, European Conference, 2000

1999
Genetic algorithm-based interactive segmentation of 3D medical images.
Image Vis. Comput., 1999

Dynamic Demes parallel genetic algorithm.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

Parallel genetic algorithm taxonomy.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

Learning a Navigation Task in Changing Environments by Multi-task Reinforcement Learning.
Proceedings of the Advances in Robot Learning, 8th European Workshop on Learning Robots, 1999

Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Freeforward Neural Networks.
Proceedings of the Genetic Programming, 1999

Sub-machine-code GP: New Results and Extensions.
Proceedings of the Genetic Programming, 1999

Smooth Uniform Crossover with Smooth Point Mutation in Genetic Programming: A Preliminary Study.
Proceedings of the Genetic Programming, 1999

Boolean Functions Fitness Spaces.
Proceedings of the Genetic Programming, 1999

Semiotic Aspects of Generalized Bases of Data.
Proceedings of the Information Modelling and Knowledge Bases XI: 9th European-Japanese Conferences on Information Modelling and Knowledge Bases, 1999

Evolutionary computation teaching at Birmingham.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Schema Theory for Genetic Programming with One-Point Crossover and Point Mutation.
Evol. Comput., 1998

Evolving the Topology and the Weights of Neural Networks Using a Dual Representation.
Appl. Intell., 1998

Efficient Evolution of Asymmetric Recurrent Neural Networks Using a PDGP-inspired Two-Dimensional Representation.
Proceedings of the Genetic Programming, First European Workshop, 1998

A Review of Theoretical and Experimental Results on Schemata in Genetic Programming.
Proceedings of the Genetic Programming, First European Workshop, 1998

Genetic Programming Bloat with Dynamic Fitness.
Proceedings of the Genetic Programming, First European Workshop, 1998

Fitness Causes Bloat: Mutation.
Proceedings of the Genetic Programming, First European Workshop, 1998

Dual Network Representation Applied to the Evolution of Neural Controllers.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997
Shape from Radiological Density.
Comput. Vis. Image Underst., 1997

An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Evolution of Graph-Like Programs with Parallel Distributed Genetic Programming.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Discovery of Symbolic, Neuro-Symbolic and Neural Networks with Parallel Distributed Genetic Programming.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

Continual Robot Learning with Constructive Neural Networks.
Proceedings of the Learning Robots, 6th European Workshop, 1997

Parallel Distributed Genetic Programming Applied to the Evolution of Natural Language Recognisers.
Proceedings of the Evolutionary Computing, 1997

1996
Genetic Programming for Feature Detection and Image Segmentation.
Proceedings of the Evolutionary Computing, 1996

1995
Recovery of the 3-D shape of the left ventricle from echocardiographic images.
IEEE Trans. Medical Imaging, 1995

Genetic design of optimum linear and nonlinear QRS detectors.
IEEE Trans. Biomed. Eng., 1995

A New Continuous Propositional Logic.
Proceedings of the Progress in Artificial Intelligence, 1995

SIM_AGENT: A Toolkit for Exploring Agent Designs.
Proceedings of the Intelligent Agents II, 1995

1994
Interactive Segmentation of Multi-Dimensional Medical Data with Contour-Based Application of Genetic Algorithms.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
An Artificial Vision System for X-ray Images of Human Coronary Trees.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

1991
A Neural Network Expert System for Diagnosing and Treating Hypertension.
Computer, 1991


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