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Solving Problems in a Distributed Way in Membrane Computing: dP Systems

By Gheorghe Păun and Mario J. Pérez-jiménez

Abstract

Although P systems are distributed parallel computing devices, no explicit way of solving a problem in a distributed way in this framework was considered so far. This note proposes a distributed architecture (based on cell-like P systems, with their skin membranes communicating through channels as in tissue-like P systems, according to specified rules of the antiport type), where parts of a problem can be introduced as inputs in various components and then processed in parallel, in the aim of solving the initial problem in a faster way than on a single “processor”. The respective devices are called dP systems, with the case of accepting strings called dP automata. The communication complexity can be evaluated in various ways: statically (counting the communication rules in a dP system which solves a given problem), or dynamically (counting the number of communication steps, of communication rules used in a computation, or the number of objects communicated). For each measure, two notions of “parallelizability ” can be introduced. Besides (informal) definitions, some illustrations of these idea are provided for dP automata: each regular language is “weakly parallelizable” (i.e., it can be recognized in this framework, using a constant number of communication steps), and there are languages of various types with respect to Chomsky hierarchy which are “efficiently parallelizable ” (they are parallelizable and, moreover, are accepted in a faster way by a dP automaton than by a single P automaton). Several suggestions for further research are made

Topics: Membrane computing, P system, distributed computing, communication complexity, Chomsky
Year: 2010
OAI identifier: oai:CiteSeerX.psu:10.1.1.192.3168
Provided by: CiteSeerX
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