DocumentCode :
458848
Title :
Protein 3D HP model folding simulation based on ACO
Author :
Song, Jie ; Cheng, Jiaxing ; Zheng, Tingting
Author_Institution :
Key Lab. of Intelligent Comput. & Signal Process., Anhui Univ., Hefei
Volume :
1
fYear :
2006
fDate :
16-18 Oct. 2006
Firstpage :
410
Lastpage :
415
Abstract :
The paper presents an approach to optimize the protein 3D HP model conformation with ant colony optimisation (ACO). A rapid coordinate system transfer matrix according to the "right hand" rule we defined is used to reduce the computing time. A new scheme to solve the problem of folding deadlock is suggested. During the update of pheromone, a new update method with dynamic pheromone is given and three local search methods are provided. Using these methods, 3D conformation of standard test sequences with very low energy was found
Keywords :
biophysics; optimisation; proteins; search problems; ant colony optimisation; coordinate system transfer matrix; dynamic pheromone; local search method; protein 3D HP model folding simulation; Amino acids; Ant colony optimization; Biomedical signal processing; Bonding; Computational modeling; Computer science education; Computer simulation; Laboratories; Lattices; Proteins;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
Type :
conf
DOI :
10.1109/ISDA.2006.221
Filename :
4021474
Link To Document :
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