GPU-Based Point Cloud Superpositioning for Structural Comparisons of Protein Binding Sites.

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2018)

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摘要
In this paper, we present a novel approach to solve the labeled point cloud superpositioning problem for performing structural comparisons of protein binding sites. The solution is based on a parallel evolution strategy that operates on large populations and runs on GPU hardware. The proposed evolution strategy reduces the likelihood of getting stuck in a local optimum of the multimodal real-value...
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关键词
Proteins,Three-dimensional displays,Graphics processing units,Evolution (biology),Optimization,Runtime,Databases
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