A P system for hierarchical clustering

Ping Guo, Wenjie Jiang () and Yuchi Liu ()
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Ping Guo: College of Computer Science, Chongqing University, Shazhengjie. 174, 400044 Chongqing, P. R. China
Wenjie Jiang: College of Computer Science, Chongqing University, Shazhengjie. 174, 400044 Chongqing, P. R. China
Yuchi Liu: College of Computer Science, Chongqing University, Shazhengjie. 174, 400044 Chongqing, P. R. China

International Journal of Modern Physics C (IJMPC), 2019, vol. 30, issue 08, 1-14

Abstract: Membrane computing, also known as P system, is a distributed and parallel computation framework models. Hierarchical clustering is one of the most basic and widely applied clustering algorithms among all clustering algorithms. In this paper, the combination of membrane computing and hierarchical clustering algorithm is studied. A cell-like hierarchical clustering P system with priority evolution rules and promoters is designed by using the maximum parallelism of membrane computing. The feasibility and effectiveness of the designed P system are verified by the examples.

Keywords: P systems; cell-like P system; membrane computing; hierarchical clustering; clustering model (search for similar items in EconPapers)
Date: 2019
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Citations: View citations in EconPapers (1)

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DOI: 10.1142/S0129183119500621

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