Stewart W. Wilson

According to our database, Stewart W. Wilson authored at least 44 papers between 1983 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Autoencoding With a Classifier System.

Richard John Preen, Stewart W. Wilson, Larry Bull

IEEE Trans. Evol. Comput., 2021

2019

Autoencoding with XCSF.

Richard John Preen, Stewart W. Wilson, Larry Bull

CoRR, 2019

2009

Coevolution of pattern generators and recognizers.

Stewart W. Wilson

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction.

Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson

IEEE Trans. Evol. Comput., 2008

2007

Learning classifier systems: a survey.

Olivier Sigaud, Stewart W. Wilson

Soft Comput., 2007

Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Evol. Comput., 2007

Classifier Conditions Using Gene Expression Programming.

Stewart W. Wilson

Proceedings of the Learning Classifier Systems, 2007

2006

Using convex hulls to represent classifier conditions.

Pier Luca Lanzi, Stewart W. Wilson

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Classifier prediction based on tile coding.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure.

Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

Three Architectures for Continuous Action.

Stewart W. Wilson

Proceedings of the Learning Classifier Systems, International Workshops, 2005

XCS with computed prediction in multistep environments.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Extending XCSF beyond linear approximation.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

XCS with computed prediction in continuous multistep environments.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

XCS with computed prediction for the learning of Boolean functions.

Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Toward a theory of generalization and learning in XCS.

Martin V. Butz, Tim Kovacs, Pier Luca Lanzi, Stewart W. Wilson

IEEE Trans. Evol. Comput., 2004

Classifier Systems for Continuous Payoff Environments.

Stewart W. Wilson

Proceedings of the Genetic and Evolutionary Computation, 2004

Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS.

Xavier Llorà, Stewart W. Wilson

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

Editorial Introduction - Learning Classifier Systems.

Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

Evol. Comput., 2003

2002

An algorithmic description of XCS.

Martin V. Butz, Stewart W. Wilson

Soft Comput., 2002

Classifiers that approximate functions.

Stewart W. Wilson

Nat. Comput., 2002

Learning classifier systems: New models, successful applications.

John H. Holmes, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

Inf. Process. Lett., 2002

2001

Compact Rulesets from XCSI.

Stewart W. Wilson

Proceedings of the Advances in Learning Classifier Systems, 4th International Workshop, 2001

An Incremental Multiplexer Problem and Its Uses in Classifier System Research.

Lawrence Davis, Chunsheng Fu, Stewart W. Wilson

Proceedings of the Advances in Learning Classifier Systems, 4th International Workshop, 2001

2000

Toward Optimal Classifier System Performance in Non-Markov Environments.

Pier Luca Lanzi, Stewart W. Wilson

Evol. Comput., 2000

Mining Oblique Data with XCS.

Stewart W. Wilson

Proceedings of the Advances in Learning Classifier Systems, Third International Workshop, 2000

1999

Get Real! XCS with Continuous-Valued Inputs.

Stewart W. Wilson

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

State of XCS Classifier System Research.

Stewart W. Wilson

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

What Is a Learning Classifier System?

John H. Holland, Lashon B. Booker, Marco Colombetti, Marco Dorigo, David E. Goldberg, Stephanie Forrest, Rick L. Riolo, Robert E. Smith, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

1995

Classifier Fitness Based on Accuracy.

Stewart W. Wilson

Evol. Comput., 1995

1994

ZCS: A Zeroth Level Classifier System.

Stewart W. Wilson

Evol. Comput., 1994

1991

GA-Easy Does Not Imply Steepest-Ascent Optimizable.

Stewart W. Wilson

Proceedings of the 4th International Conference on Genetic Algorithms, 1991

1990

Newboole: A Fast GBML System.

Pierre Bonelli, Alexandre Parodi, Sandip Sen, Stewart W. Wilson

Proceedings of the Machine Learning, 1990

1989

A Critical Review of Classifier Systems.

Stewart W. Wilson, David E. Goldberg

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

Rosetta: Toward a Model of Learning Problems.

Stephen J. Smith, Stewart W. Wilson

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

1988

Bid Competition and Specificity Reconsidered.

Stewart W. Wilson

Complex Syst., 1988

1987

Classifier Systems and the Animat Problem.

Stewart W. Wilson

Mach. Learn., 1987

Hierarchical Credit Allocation in a Classifier System.

Stewart W. Wilson

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

The Genetic Algorithm and Biological Development.

Stewart W. Wilson

Proceedings of the 2nd International Conference on Genetic Algorithms, 1987

The Genetic Algorithm and Simulated Evolution.

Stewart W. Wilson

Proceedings of the Interdisciplinary Workshop on the Synthesis and Simulation of Living Systems, 1987

1985

Adaptive 'Cortical' Pattern Recognition.

Stewart W. Wilson

Proceedings of the 1st International Conference on Genetic Algorithms, 1985

Knowledge Growth in an Artificial Animal.

Stewart W. Wilson

Proceedings of the 1st International Conference on Genetic Algorithms, 1985

1983

On the Retino-Cortical Mapping.

Stewart W. Wilson

Int. J. Man Mach. Stud., 1983