基于多目标优化的氨基酸相互作用网络预测
Amino Acid Interaction Network Prediction using Multi-objective Optimization
摘要:
蛋白质可以用氨基酸相互作用网络来表示。这个网络是一个图,其顶点是蛋白质氨基酸,其边是它们之间的相互作用。这种相互作用网络是蛋白质三维结构预测的第一步。本文提出了一种多目标进化算法进行交互作用预测,并采用蚁群概率优化算法确定交互作用。
英文摘要:
Protein can be represented by amino acid interaction network. This network is a graph whose vertices are the proteins amino acids and whose edges are the interactions between them. This interaction network is the first step of proteins three-dimensional structure prediction. In this paper we present a multi-objective evolutionary algorithm for interaction prediction and ant colony probabilistic optimization algorithm is used to confirm the interaction.
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