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IWCLS
2007
Springer
13 years 11 months ago
Substructural Surrogates for Learning Decomposable Classification Problems
Albert Orriols-Puig, Kumara Sastry, David E. Goldb...
IWCLS
2007
Springer
13 years 11 months ago
A Principled Foundation for LCS
In this paper we explicitly identify the probabilistic model underlying LCS by linking it to a generalisation of the common Mixture-of-Experts model. Having an explicit representa...
Jan Drugowitsch, Alwyn Barry
IWCLS
2007
Springer
13 years 11 months ago
On Lookahead and Latent Learning in Simple LCS
Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
Larry Bull