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An Application of Genetic Algorithms to Membrane Computing


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Author: Escuela, Gabi
Gutiérrez Naranjo, Miguel Ángel
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, 101-108. Sevilla, E.T.S. de Ingeniería Informática, 1-5 de Febrero, 2010
ISBN/ISSN: 9788461423576
Document type: Presentation
Abstract: The process of designing a P system in order to perform a task is a hard job. The researcher has often only an approximate idea of the design, but finding the exact description of the rules is a heavy hand-made work. In this paper we introduce PSystemEvolver, an evolutionary algorithm based on generative encoding, that could help to design a P system to perform a specific task. We illustrate the use of PSystemEvolver with a simple mathematical problem: the computation of squared numbers.
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