Protein folding estimation using Paired-Bacteria Optimizer
文献类型：会议论文
| 作者 | Mengshi Li; Tianyao Ji; Peter Wu; Shan He; Qinghua Wu |
| 出版日期 | 2014 |
| 会议名称 | 2014 IEEE Congress on Evolutionary Computation, CEC 2014 |
| 会议地点 | Beijing, China |
| 英文摘要 | Protein folding estimation attracts a large attention in the area of computational biology, due to its benefits on medical research and the challenge of NP-hard objective functions. In order to simulate the protein folding procedure and estimate the structure of the protein after folding, this paper adopts a Paired-Bacteria Optimizer (PBO), which is a biologically-inspired optimization algorithm. Compared with most Evolutionary Algorithms (EAs), the computational complexity of PBO is much less. Therefore, it is suitable to be applied to solve NP-hard problem. The experimental studies is performed on several benchmark lattice protein combination. The experimental results demonstrated that PBO is able to estimate the folded protein structure with a superior convergence. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/6218]  |
| 专题 | 深圳先进技术研究院_其他 |
| 作者单位 | 2014 |
| 推荐引用方式 GB/T 7714 | Mengshi Li,Tianyao Ji,Peter Wu,et al. Protein folding estimation using Paired-Bacteria Optimizer[C]. 见:2014 IEEE Congress on Evolutionary Computation, CEC 2014. Beijing, China. |
入库方式： OAI收割
来源：深圳先进技术研究院
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