Memorias de investigación
Artículos en revistas:
Modeling, Simulation and Application of Bacterial Transduction in Genetic Algorithms
Año:2013
Áreas de investigación
  • Ciencias de la computación y tecnología informática
Datos
Descripción
At present, all methods in Evolutionary Computation are bioinspired by the fundamental principles of neo-Darwinism, as well as by a vertical gene transfer. Virus transduction is one of the key mechanisms of horizontal gene propagation in microorganisms (e.g. bacteria). In the present paper, we model and simulate a transduction operator, exploring the possible role and usefulness of transduction in a genetic algorithm. The genetic algorithm including transduction has been named PETRI (abbreviation of Promoting Evolution Through Reiterated Infection). Our results showed how PETRI approaches higher fitness values as transduction probability comes close to 100%. The conclusion is that transduction improves the performance of a genetic algorithm, assuming a population divided among several sub-populations or ?bacterial colonies?.
Internacional
Si
JCR del ISI
No
Título de la revista
International Journal INFORMATION TECHNOLOGIES & KNOWLEDGE
ISSN
1313-0455
Factor de impacto JCR
Información de impacto
Volumen
13
DOI
Número de revista
13
Desde la página
11
Hasta la página
22
Mes
SIN MES
Ranking
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Participantes
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Computación Natural
  • Departamento: Inteligencia Artificial