Solving problems with integer representation using a tree based factorized distribution algorithm

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“Solving problems with integer representation using a tree based factorized distribution algorithm” by R. Santana, A. Ochoa, and M. R. Soto. In Electronic Proceedings of the First International NAISO Congress on Neuro Fuzzy Technologies, 2002.

Abstract

In this paper a tree based Factorized Distribution Algorithm for the solution of integer problems is introduced. Our proposal combines classical methods for structural learning of dependencies with a a procedures that approximates the bivariate marginals by sampling the data using auxiliary tables. Experiments done for a number of problems with an integer representation show evidence of the superiority of the algorithm with respect to the Univariate Marginal Distribution Algorithm.

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BibTeX entry:

@inproceedings{Santana_et_al:2002,
   author = {R. Santana and A. Ochoa and M. R. Soto},
   title = {Solving problems with integer representation using a tree
	based factorized distribution algorithm},
   booktitle = {Electronic Proceedings of the First International NAISO
	Congress on Neuro Fuzzy Technologies},
   publisher = {NAISO Academic Press},
   year = {2002},
   isbn = {3-906454-29-0}
}

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