Scientific article
OA Policy
English

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

Published inNatural Computing, vol. 12, no. 1, p. 43-67
Collection
  • Open Access - Licence nationale Springer 
Publication date2013
Abstract

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
Citation (ISO format)
FERNANDEZ MARQUEZ, Jose Luis et al. Description and composition of bio-inspired design patterns: a complete overview. In: Natural Computing, 2013, vol. 12, n° 1, p. 43–67. doi: 10.1007/s11047-012-9324-y
Main files (1)
Article (Published version)
accessLevelPublic
Identifiers
Additional URL for this publicationhttp://link.springer.com/10.1007/s11047-012-9324-y
Journal ISSN1567-7818
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Technical informations

Creation20/11/2018 15:00:00
First validation20/11/2018 15:00:00
Update15/03/2023 13:53:51
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