An Application of Genetic Algorithms to Membrane Computing

Description

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.

Abstract

Ministerio de Ciencia e Innovación TIN2008-04487-E

Abstract

Ministerio de Ciencia e Innovación TIN-2009-13192

Abstract

Junta de Andalucía P08-TIC-04200

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