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Heuristic Quasi-physical Algorithm for Protein Structure Prediction

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成果类型:
期刊论文
论文标题(中文):
Heuristic Quasi-physical Algorithm for Protein Structure Prediction
作者:
刘景发;黄文奇
作者机构:
School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China
Department of Mathematics Hengyang Normal University Hengyang 421008 China
语种:
英文
关键词:
Protein structure prediction;Three-dimensional protein model;Quasi-physical algorithm;Heuristics
关键词(中文):
蛋白质结构预测;三维蛋白质模型;准物理算法;启发法
期刊:
铁道工程科学(英文)
ISSN:
2662-4745
年:
2006
期:
04
页码:
308-314
基金类别:
The National Natural Science Foundation of China ( No. 10471051 ) and the National Basic Research Program (973) of China ( No. 2004CB318000)
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
A three-dimensional off-lattice protein model with two species of monomers, hydrophobic and hydrophilic, is studied. Enlightened by the law of reciprocity among things in the physical world, a heuristic quasi-physical algorithm for the protein structure prediction problem is put forward. First, by elaborately simulating the movement of the smooth elastic balls in the physical world, the algorithm finds low energy configurations for a given monomer chain. An “off-trap” strategy is then proposed to get out of local minima. Experimental results ...

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