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Membrane Computing Meets Artificial Intelligence: A Case Study

 

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Author: Gutiérrez Naranjo, Miguel Ángel
Pérez Jiménez, Mario de Jesús
Department: Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial
Date: 2010
Published in: Proceedings of the Eighth Brainstorming Week on Membrane Computing, 133-143. Sevilla, E.T.S. de Ingeniería Informática, 1-5 de Febrero, 2010
ISBN/ISSN: 9788461423576
Document type: Presentation
Abstract: The usual way to find a solution for a NP complete problem with Membrane Computing techniques is by brute force algorithms where all the feasible solutions are generated and they are checked simultaneously by using massive parallelism. These solutions work from a theoretical point of view but they are implementable only for small instances of the problem. In this paper we provide a family of P systems which brings techniques from Artificial Intelligence into Membrane Computing and apply them to solve the N-queens problem.
Size: 169.5Kb
Format: PDF

URI: http://hdl.handle.net/11441/39004

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