Xiyu Liu, Jie Xue, "A Morse Membrane Boltzmann Machine Model with Applications in Cluster Analysis," WSEAS Transactions on Systems and Control, vol. 16, pp. 476-489, 2017, DOI:
Xiyu Liu, Jie Xue. A Morse Membrane Boltzmann Machine Model with Applications in Cluster Analysis.
WSEAS Transactions on Systems and Control. 2017;16:476-489.
WSEAS Transactions on Systems and Control
Print ISSN: 1991-8763, E-ISSN: 2224-2856
Volume 16, 2017
A Morse Membrane Boltzmann Machine Model with Applications in Cluster Analysis
Authors: ,
Abstract: The purpose of this paper is to propose a new kind of P system on chain structure. We present the basic discrete Morse structure, membrane structures on complexes, objects with positive and negative charges and communication rules on chains. The computation completeness of Morse P system is proved by simulation of register machine. The process of Boltzmann Machines are implemented by Morse P system. A new clustering technique is described on Morse P system based Boltzmann Machines. Examples are given to show the effect of the algorithm."
Pages: 476-489 WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 16, 2017, Art. #49 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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