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Erschienen in:
2004 | OriginalPaper | Buchkapitel
Protein Folding in 2-Dimensional Lattices with Estimation of Distribution Algorithms
verfasst von : Roberto Santana, Pedro Larrañaga, José A. Lozano
Erschienen in: Biological and Medical Data Analysis
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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This paper introduces a new type of evolutionary computation algorithm based on probability distributions for the solution of two simplified protein folding models. The relationship of the introduced algorithm with previous evolutionary methods used for protein folding is discussed. A number of experiments for difficult instances of the models under analysis is presented. For the instances considered, the algorithm is shown to outperform previous evolutionary optimization methods.