DocumentCode
3582650
Title
An improved algorithm for solving helix generation of RNA secondary structure prediction
Author
Moon, Nazmun Nessa ; Nur, Fernaz Narin ; Hossain, Syed Akhter
Author_Institution
Dept. of CSE, Daffodil Int. Univ., Dhaka, Bangladesh
fYear
2014
Firstpage
116
Lastpage
120
Abstract
This paper presents an efficient O(n2) time algorithm for solving the helix generation problem of RNA to predict the predict the secondary structure of that RNA. It encodes the RNA secondary structures as an integer permutation of helices. The helices are pre-computed by the helix generation algorithm and each integer corresponds to a candidate helix. In this paper, a helix is formed only when three or more adjacent base pairs are formed and the loop connecting the helix must be at least three nucleotides in length. From this algorithm we find all possible helices that can form in a structure. After that we predict secondary structure of RNA by SARNA-Predict based on Simulated Annealing (SA). SARNA-Predict use a permutation-based representation to the RNA secondary structure and percentage swap translocating mutation operator to find a solution with a lower free energy [1]. Calculating the minimum free energy, we find the stable secondary structure of the RNA.
Keywords
RNA; computational complexity; mathematical operators; molecular biophysics; simulated annealing; O(n2) time algorithm; RNA secondary structure prediction; SARNA-Predict; base pairs; candidate helix; helix generation algorithm; integer permutation; nucleotides; percentage swap translocating mutation operator; permutation-based representation; ribonucleic acid; Algorithm design and analysis; Computers; Information technology; Prediction algorithms; RNA; Silicon; Time complexity; Helix; Minimum Free Energy; RNA; Secondary Structure Prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Technology (ICCIT), 2014 17th International Conference on
Type
conf
DOI
10.1109/ICCITechn.2014.7073124
Filename
7073124
Link To Document