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.
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