DocumentCode :
1928497
Title :
The Inverse Protein Folding Process by Artificial Life Approaches
Author :
Kang, WeiXin ; Zhang, Jing ; Guo, Maozu ; Peng, Wei
Author_Institution :
Coll. of Comput. Sci. & Technol., Harbin Eng. Univ., Harbin
fYear :
2008
fDate :
28-29 Jan. 2008
Firstpage :
35
Lastpage :
38
Abstract :
We discuss general implications of artificial life approaches to protein folding which makes an attempt at simulating the actual folding process rather than just trying to predict its final result. A new inverse folding method is presented that tries to determine the unknown proteins from tertiary structure to protein sequence by model the folding process. The method of protein inverse folding is based on 3D off lattice model with united atom. The folding process model and discovery of protein folding pathway is discussed by three artificial life approaches from protein tertiary to series of residues. The comparison and relation of the three artificial life approaches are also analyzed and it is found out: the inverse folding method is absolutely new method, and it is viable and excited.
Keywords :
artificial life; biology computing; genetic algorithms; lattice theory; particle swarm optimisation; proteins; 3D off lattice model; ant colony optimisation; artificial life approaches; genetic algorithm; inverse protein folding process simulation; particle swarm optimisation; united atom; Amino acids; Computational modeling; Computer science; Computer simulation; Educational institutions; Internet; Lattices; Predictive models; Protein engineering; Protein sequence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Internet Computing in Science and Engineering, 2008. ICICSE '08. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3112-0
Electronic_ISBN :
978-0-7695-3112-0
Type :
conf
DOI :
10.1109/ICICSE.2008.64
Filename :
4548230
Link To Document :
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