Protein folding in 2-dimensional lattices with estimation of distribution algorithms

Protein folding in 2-dimensional lattices with estimation of distribution algorithms” by Roberto Santana, P. Larrañaga, and J. A. Lozano. In Proceedings of the First International Symposium on Biological and Medical Data Analysis, (Barcelona), 2004, pp. 388-398.

Abstract

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.

BibTeX entry:

@inproceedings{Santana_et_al:2004,
   author = {Roberto Santana and P. Larra{\~n}aga and J. A. Lozano},
   title = {Protein folding in 2-dimensional lattices with estimation of
	distribution algorithms},
   booktitle = {Proceedings of the First International Symposium on
	Biological and Medical Data Analysis},
   series = {Lecture Notes in Computer Science},
   volume = {3337},
   pages = {388--398},
   publisher = {Springer},
   address = {Barcelona},
   year = {2004},
   url = {http://dx.doi.org/10.1007/b104033}
}

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