Simulación basada en SMA de sistemas originalmente representados con EDO
- Ekaitz Zulueta Guerrero 1
- Asier Gonzáez Gonzáez 2
- Jose Manuel Lopez-Guede 1
- Isidro Calvo Gordillo 1
- 1 E.U. Ingeniería de Vitoria-Gasteiz
- 2 Parque Tecnológico de Álava
ISSN: 1697-7920
Año de publicación: 2011
Volumen: 8
Número: 4
Páginas: 323-333
Tipo: Artículo
Otras publicaciones en: Revista iberoamericana de automática e informática industrial ( RIAI )
Objetivos de desarrollo sostenible
Resumen
In the present work a methodology is exposed to model using a Multi-Agent System (MAS) biological and physiological dynamic systems with discrete quantified variables, such as growth and decrease of populations or epidemiological modelling of disease. It is shown a procedure to transform a Ordinary Differential Equations system (ODE) (that models the environment correctly) on an equivalent MAS using a schema based on Monte Carlo method. A practical case based on a mathematical model of Chronic Myeloid Leukaemia (CML) is used to compare the methodology based on agents with the traditional model based on an ODE system. A simulation for each model (MAS and ODE) is executed and the results obtained with both methodologies are compared.