Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Bioengineering Learning models to explain Nonlinarearity and Chaos
Año:2016
Áreas de investigación
  • Ingenierías
Datos
Descripción
The XXI century companies are increasingly interested on in the development of complex processes on bioengineering and health sciences. In this context, it is essential for undergraduate and graduate students to understand the behavior of complex phenomena. However, nowadays, academic programs are limited to the study of linear systems and firstorder approximations; while companies use sophisticated software applications applied to complex systems, whose results have to be interpreted. In order to bridge this gap, in this paper we propose a learning methodology based on working with simulation programs of non-linear dynamical systems and chaos to treat complexity, applied to bioengineering. In particular, in this work we make a software application to analyzing three interesting studies in the context of biological systems: a nonlinear electrical oscillator that is a paradigm of self-sustained oscillations, a heartbeat model based on this oscillator, and the Brusselator system to model autocatalytic biochemical reactions. As a result, we are proving how it is possible, with this application, to analyze the complex behavior and the anomalies in biological systems with this methodology. By means of the proposed software applications in this paper, we analyze and facilitate the learning involving models closer to the real world.
Internacional
Si
Nombre congreso
11th Iberian Conference on Information Systems and Technologies
Tipo de participación
960
Lugar del congreso
Canary Islands, Spain
Revisores
Si
ISBN o ISSN
978-989-98434-6-2
DOI
Fecha inicio congreso
15/06/2016
Fecha fin congreso
18/06/2016
Desde la página
569
Hasta la página
575
Título de las actas
Sistemas y Tecnologías de Información. Actas de la 11ª Conferencia Ibérica de Sistemas y Tecnologías de Información
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Borja Bordel Sanchez (UPM)
  • Autor: Maria Pilar Mareca Lopez (UPM)
  • Autor: Ramon Pablo Alcarria Garrido (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Ingeniería de Redes y Servicios Avanzados de Telecomunicación
  • Departamento: Ingeniería Topográfica y Cartografía
  • Departamento: Electrónica Física
  • Departamento: Ingeniería de Sistemas Telemáticos
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