A chain membrane model with application in cluster analysis
by Yuzhen Zhao; Xiyu Liu; Wenxing Sun
International Journal of Adaptive and Innovative Systems (IJAIS), Vol. 2, No. 4, 2019

Abstract: Membrane computing is a kind of bio-inspired parallel distributed computing paradigm which can reduce computational complexity by the strategy of a space-time tradeoff. Traditionally, there are three kinds of membrane computing models (P systems) based on the tree and the graph topological structures. In this paper, a new P system with chain topological structure is proposed which is called the chain P systems. In the chain P systems, membranes, objects and rules are all in the form of chains which can store more information and therefore further improve the computational efficiency. The computational power and efficiency of the chain P systems are analysed. The graph clustering and the ROCK clustering algorithms based on the chain P systems are given as applications.

Online publication date: Mon, 13-Jul-2020

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