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OALib Journal期刊
ISSN: 2333-9721
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Study of Multi-PSO Algorithm for Protein Folding Prediction Problem of Toy Model
基于Toy模型蛋白质折叠预测的多种群微粒群优化算法研究

Keywords: Protein folding,Toy model,Multi particle swarm optimization(MPSO)
蛋白质折叠
,Toy模型,多种群微粒群优化算法(MPSO)

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Abstract:

Protein folding prediction problem with Toy model is a classical NP problem.A multi particle swarm optimization(MPSO)is proposed and applied successfully to protein folding prediction.MPSO introduces a new architecture that is characterized by balancing exploitation capability and exploration capability of particle swarm optimization(PSO).In the architecture,the population in each generation consists of three parts:an elitist part,an exploitative part,and an explorative part.With enhance of the global searc...

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