representation-theory   4

[1204.4200] Discrete Dynamical Genetic Programming in XCS
"A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to neural networks. This paper presents results from an investigation into using a discrete dynamical system representation within the XCS Learning Classifier System. In particular, asynchronous random Boolean networks are used to represent the traditional condition-action production system rules. It is shown possible to use self-adaptive, open-ended evolution to design an ensemble of such discrete dynamical systems within XCS to solve a number of well-known test problems."
genetic-programming  learning-classifier-systems  representation-theory  design-patterns  boolean-networks  nudge-targets  nice 
4 weeks ago by Vaguery
[1108.4220] A Dynamical Systems Approach for Static Evaluation in Go
"In the paper arguments are given why the concept of static evaluation has the potential to be a useful extension to Monte Carlo tree search. A new concept of modeling static evaluation through a dynamical system is introduced and strengths and weaknesses are discussed. The general suitability of this approach is demonstrated."
representation-theory  planning  monte-carlo-models  nudge  algorithms 
august 2011 by Vaguery
When is one thing equal to some other thing?
A paper that discusses the nature of equality/equivalence by way of category theory.
mathematics  category-theory  representation-theory  equality  equivalence  set-theory 
march 2006 by chris_johnsen
Abstract Mathematics, Group Theory, and You || kuro5hin.org
An article that points to how the abstract mathematical concepts of group theory and representation theory relate to particle physics.
mathematics  group-theory  representation-theory  category-theory  physics  science 
march 2006 by chris_johnsen

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