Factorized Distribution Algorithms for functions with unitation constraints

“Factorized Distribution Algorithms for functions with unitation constraints” by R. Santana, A. Ochoa, and M. R. Soto. In Evolutionary Computation and Probabilistic Graphical Models. Proceedings of the Third Symposium on Adaptive Systems (ISAS-2001), (Havana, Cuba), Mar. 2001, pp. 158-165.

Abstract

The class of non overlapping additively decomposed functions subject to unitation constraints are of interest for studying the behavior of Factorized Distribution Algorithms (FDAs) in constrained problems. In this paper we define a theoretical framework for the analysis of Constraint FDAs (CFDAs). This framework is used to investigate the factors that could explain the behavior of FDAs for the class of functions under consideration. Empirical evidence is shown to demonstrate our assertions.

BibTeX entry:

@inproceedings{Santana_et_al:2001c,
   author = {R. Santana and A. Ochoa and M. R. Soto},
   title = {{F}actorized {D}istribution {A}lgorithms for functions with
	unitation constraints},
   booktitle = {Evolutionary Computation and Probabilistic Graphical
	Models. Proceedings of the Third Symposium on Adaptive Systems
	(ISAS-2001)},
   pages = {158-165},
   address = {Havana, Cuba},
   month = mar,
   year = {2001},
   isbn = {959-7056-14-3}
}

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