Protein Structure Prediction Based on an Improved Genetic Algorithm

2008 ◽  
Author(s):  
Yunling Liu ◽  
Lan Tao
Keyword(s):  
Genetic Algorithm ◽  
Protein Structure ◽  
Protein Structure Prediction ◽  
Structure Prediction ◽  
Improved Genetic Algorithm

scholarly journals Protein Structure Prediction Based on Improved Genetic Algorithm

2020 ◽  
Vol 11 (9) ◽  
pp. 450-454
Author(s):  
Jiaxi Liu ◽  
Keyword(s):  
Genetic Algorithm ◽  
Protein Structure ◽  
Amino Acid ◽  
Protein Structure Prediction ◽  
Structure Prediction ◽  
Protein Structures ◽  
Three Dimensional ◽  
Dimensional Structure ◽  
Improved Genetic Algorithm ◽  
Research Areas

The prediction of protein three-dimensional structure from amino acid sequence has been a challenge problem in bioinformatics, owing to the many potential applications for robust protein structure prediction methods. Protein structure prediction is essential to bioscience, and its research results are important for other research areas. Methods for the prediction an才d design of protein structures have advanced dramatically. The prediction of protein structure based on average hydrophobic values is discussed and an improved genetic algorithm is proposed to solve the optimization problem of hydrophobic protein structure prediction. An adjustment operator is designed with the average hydrophobic value to prevent the overlapping of amino acid positions. Finally, some numerical experiments are conducted to verify the feasibility and effectiveness of the proposed algorithm by comparing with the traditional HNN algorithm.

Novel use of a genetic algorithm for protein structure prediction: Searching template and sequence alignment space

2003 ◽  
Vol 53 (S6) ◽  
pp. 424-429 ◽  
Author(s):  
Bruno Contreras-Moreira ◽  
Paul W. Fitzjohn ◽  
Marc Offman ◽  
Graham R. Smith ◽  
Paul A. Bates
Keyword(s):  
Genetic Algorithm ◽  
Protein Structure ◽  
Protein Structure Prediction ◽  
Sequence Alignment ◽  
Structure Prediction

scholarly journals Protein structure prediction from inaccurate and sparse NMR data using an enhanced genetic algorithm

2019 ◽  
Vol 79 ◽  
pp. 6-15 ◽  
Author(s):  
Md. Lisul Islam ◽  
Swakkhar Shatabda ◽  
Mahmood A. Rashid ◽  
M.G.M. Khan ◽  
M. Sohel Rahman
Keyword(s):  
Genetic Algorithm ◽  
Protein Structure ◽  
Protein Structure Prediction ◽  
Structure Prediction ◽  
Nmr Data
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