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Protein folding simulations of the hydrophobic-hydrophilic model by combining tabu search with genetic algorithms
Jiang, TZ; Cui, QH; Shi, GH; Ma, SD
Source PublicationJOURNAL OF CHEMICAL PHYSICS
2003-08-22
Volume119Issue:8Pages:4592-4596
SubtypeArticle
AbstractIn this paper, a novel hybrid algorithm combining genetic algorithms and tabu search is presented. In the proposed hybrid algorithm, the idea of tabu search is applied to the crossover operator. We demonstrate that the hybrid algorithm can be applied successfully to the protein folding problem based on a hydrophobic-hydrophilic lattice model. The results show that in all cases the hybrid algorithm works better than a genetic algorithm alone. A comparison with other methods is also made. (C) 2003 American Institute of Physics.
WOS HeadingsScience & Technology ; Physical Sciences
Indexed BySCI
Language英语
WOS Research AreaPhysics
WOS SubjectPhysics, Atomic, Molecular & Chemical
WOS IDWOS:000184675600057
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9874
Collection09年以前成果
Affiliation1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
2.Univ Houston, Dept Comp Sci, Houston, TX 77204 USA
Recommended Citation
GB/T 7714
Jiang, TZ,Cui, QH,Shi, GH,et al. Protein folding simulations of the hydrophobic-hydrophilic model by combining tabu search with genetic algorithms[J]. JOURNAL OF CHEMICAL PHYSICS,2003,119(8):4592-4596.
APA Jiang, TZ,Cui, QH,Shi, GH,&Ma, SD.(2003).Protein folding simulations of the hydrophobic-hydrophilic model by combining tabu search with genetic algorithms.JOURNAL OF CHEMICAL PHYSICS,119(8),4592-4596.
MLA Jiang, TZ,et al."Protein folding simulations of the hydrophobic-hydrophilic model by combining tabu search with genetic algorithms".JOURNAL OF CHEMICAL PHYSICS 119.8(2003):4592-4596.
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