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IWCLS
2007
Springer
14 years 5 months ago
Substructural Surrogates for Learning Decomposable Classification Problems
Albert Orriols-Puig, Kumara Sastry, David E. Goldb...
IWCLS
2007
Springer
14 years 5 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
14 years 5 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