Robert I. McKay

According to our database1, Robert I. McKay
  • authored at least 94 papers between 1992 and 2016.
  • has a "Dijkstra number"2 of four.

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Bibliography

2016
Recursion-Based Biases in Stochastic Grammar Model Genetic Programming.
IEEE Trans. Evolutionary Computation, 2016

2015
A Rapid Screening and Testing Protocol for Keyboard Layout Speed Comparison.
IEEE Trans. Human-Machine Systems, 2015

Machine Learning Models and Statistical Measures for Predicting the Progression of IgA Nephropathy.
International Journal of Software Engineering and Knowledge Engineering, 2015

Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Probabilistic model building in genetic programming: a critical review.
Genetic Programming and Evolvable Machines, 2014

Phase transitions in two-dimensional daisyworld with small-world effects - A study of local and long-range couplings.
Future Generation Comp. Syst., 2014

Optimizing a Personalized Multigram Cellphone Keypad.
CoRR, 2014

VLR: A Memory-Based Optimization Heuristic.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Predicting the Progression of IgA Nephropathy using Machine Learning Methods.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013
Stochastic Diversity Loss and Scalability in Estimation of Distribution Genetic Programming.
IEEE Trans. Evolutionary Computation, 2013

On the roles of semantic locality of crossover in genetic programming.
Inf. Sci., 2013

Collective Dynamics and Homeostatic Emergence in Complex Adaptive Ecosystem.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Symmetry in evolutionary and estimation of distribution algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Cutting evaluation costs: An investigation into early termination in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Nature That Breeds Solutions.
IJSSS, 2012

Erratum to 'Investigating vesicular selection: A selection operator in in-vitro evolution' [Applied Soft Computing 11/8 (2012) [5528-5550].
Appl. Soft Comput., 2012

Rapid screening of keyboard layouts.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Where Should We Stop? An Investigation on Early Stopping for GP Learning.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Analysing the Effects of Diverse Operators in a Genetic Programming System.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Self-Organizing Spatio-temporal Pattern Formation in Two-Dimensional Daisyworld.
Proceedings of the Self-Organizing Systems - 6th IFIP TC 6 International Workshop, 2012

Evolving the best known approximation to the Q function.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolutionary Operator Self-adaptation with Diverse Operators.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving approximations for the Gaussian Q-function by Genetic Programming with semantic based crossover.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Implicit bias and recursive grammar structures in estimation of distribution genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolutionary Dynamics and Ecosystems Feedback in Two Dimensional Daisyworld.
Proceedings of the Artificial Life 13: Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems, 2012

2011
On Synergistic Interactions Between Evolution, Development and Layered Learning.
IEEE Trans. Evolutionary Computation, 2011

An Integrated Framework for Suspect Investigation.
International Journal on Artificial Intelligence Tools, 2011

Semantically-based crossover in genetic programming: application to real-valued symbolic regression.
Genetic Programming and Evolvable Machines, 2011

Investigating vesicular selection: A selection operator in in vitro evolution.
Appl. Soft Comput., 2011

Optimizing a Personalized Cellphone Keypad.
Proceedings of the Convergence and Hybrid Information Technology, 2011

How hard should we run?
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Structural difficulty in estimation of distribution genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Daisyworld in Two Dimensional Small-World Networks.
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

Operator Self-adaptation in Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Simulating chemical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A study on Genetic Programming with layered learning and incremental sampling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Grammar-based Genetic Programming: a survey.
Genetic Programming and Evolvable Machines, 2010

An XML Format for Sharing Evolutionary Algorithm Output and Analysis.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Sampling Bias in Estimation of Distribution Algorithms for Genetic Programming Using Prototype Trees.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 2010

Hybrid Integration of Reasoning Techniques in Suspect Investigation.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Semantics based crossover for boolean problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Multiobjective evolutionary algorithms for dynamic social network clustering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Self-adapting semantic sensitivities for Semantic Similarity based Crossover.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Nature that Breeds Solutions.
Proceedings of the Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, 2010

2009
A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification.
JACIII, 2009

Entropy-based metrics in swarm clustering.
Int. J. Intell. Syst., 2009

A New Method for Simplifying Algebraic Expressions in Genetic Programming Called Equivalent Decision Simplification.
Proceedings of the Distributed Computing, 2009

Estimating the distribution and propagation of genetic programming building blocks through tree compression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

The effect of vesicular selection in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary Algorithms in Unreliable Memory.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.
Proceedings of the Artifical Evolution, 2009

2008
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

Genetic Programming: An emerging engineering tool.
KES Journal, 2008

Developmental evaluation in Genetic Programming: The TAG-based frame work.
KES Journal, 2008

A compound framework for sports results prediction: A football case study.
Knowl.-Based Syst., 2008

Learning General Solutions through Multiple Evaluations during Development.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems.
Proceedings of the Advances in Computation and Intelligence, 2007

Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation.
Proceedings of the Advances in Computation and Intelligence, 2007

PSO with randomized low-discrepancy sequences.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Developmental Evaluation in Genetic Programming: A Position Paper.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Analysing the Regularity of Genomes Using Compression and Expression Simplification.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Initialising PSO with randomised low-discrepancy sequences: the comparative results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Using compression to understand the distribution of buildingblocks ingenetic programming populations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
A Survey of Probabilistic Model Building Genetic Programming.
Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Representation and Structural Difficulty in Genetic Programming.
IEEE Trans. Evolutionary Computation, 2006

A novel mixture of experts model based on cooperative coevolution.
Neurocomputing, 2006

Model-building with interpolated temporal data.
Ecological Informatics, 2006

Incremental Clustering Based on Swarm Intelligence.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

ORDERTREE: a new test problem for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Developmental Evaluation in Genetic Programming: The Preliminary Results.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Stopping criteria for ensemble of evolutionary artificial neural networks.
Appl. Soft Comput., 2005

Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator.
Proceedings of the Genetic Programming, 8th European Conference, 2005

2004
Classification Rule Discovery with Ant Colony Optimization.
IEEE Intelligent Informatics Bulletin, 2004

Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.
Proceedings of the Genetic and Evolutionary Computation, 2004

Toward an Alternative Comparison between Different Genetic Programming Systems.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Grammar model-based program evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Benchmarking algorithms for dynamic travelling salesman problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
An Experimental Study of Some Control Parameters in Parallel Genetic Programming.
Neural Parallel & Scientific Comp., 2003

Artificial Life: An Introduction.
International Journal of Computational Intelligence and Applications, 2003

Classification Rule Discovery with Ant Colony Optimization.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Tree Adjoining Grammars, Language Bias, and Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

A Comparative Study for Domain Ontology Guided Feature Extraction.
Proceedings of the Computer Science 2003, 2003

2002
Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002

2001
Simulated Evolution and Learning: An Introduction.
Appl. Intell., 2001

Phased Array Sub-beam Optimisation.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000
Fitness Sharing in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1994
Genetic Approaches to Learning Recursive Relations.
Proceedings of the Process in Evolutionary Computation, 1994

1992
Machine Induction of Geospatial Knowledge.
Proceedings of the Theories and Methods of Spatio-Temporal Reasoning in Geographic Space, International Conference GIS, 1992


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