Publications » Description and composition of bio-inspired design patterns: a complete overview

Description and composition of bio-inspired design patterns: a complete overview

Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna, Mirko Viroli, Josep Lluis Arcos
In the last decade, bio-inspired self-organising mechanisms have been applied to different domains, achieving results beyond traditional approaches. However, researchers usually use these mechanisms in an ad-hoc manner. In this way, their interpretation, definition, boundary (i.e. when one mechanism stops, and when another starts), and implementation typically vary in the existing literature, thus preventing these mechanisms from being applied clearly and systematically to solve recurrent problems. To ease engineering of artificial bio-inspired systems, this paper describes a catalogue of bio-inspired mechanisms in terms of modular and reusable design patterns organised into different layers. This catalogue uniformly frames and classifies a variety of different patterns. Additionally, this paper places the design patterns inside existing self-organising methodologies and hints for selecting and using a design pattern.
Keywords: Self-organising systems, Bio-inspired mechanisms, Design patterns
Natural Computing 12(1), pages 43-67, 2013, Springer
Published online: 1 May 2012
@article{Naco2013,
  author    = {Jose Luis Fernandez-Marquez and
               Giovanna Di Marzo Serugendo and
               Sara Montagna and
               Mirko Viroli and
               Josep Llu\'{\i}s Arcos},
  title     = {Description and composition of bio-inspired design patterns:
               a complete overview},
  journal   = {Natural Computing},
  volume    = {12},
  number    = {1},
  year      = {2013},
  pages     = {43-67},
  ee        = {http://dx.doi.org/10.1007/s11047-012-9324-y}
}