Observatorio de I+D+i UPM

Memorias de investigación
Book chapters:
Bio-Inspired Optimization Strategies: A Survey
Year:2009
Research Areas
  • Artificial intelligence
Information
Abstract
This paper provides a brief survey about optimization strate- gies from a biological point of view. There exists a clear di erence between cooperative and competitive strategies. The former ones are based on the swarm colonies, in which all individuals share its knowledge about the goal in order to pass such information to other individuals to get opti- mum solution. The latter ones are based on competitive learning, that is, individuals can die and new individuals are created combining information of alive one; or are based on molecular/celular behaviour passing information from one structure to another. Some results, concerning grammatical swarm, obtained using the GEVA simulator are shown.
International
Si
Book Edition
0
Book Publishing
ISBN
978-5-8080-0797-0
Series
Book title
7th International Conference on Computer Science and Information Technologies (CSIT 2009).
From page
192
To page
195
Participants
  • Autor: Nuria Gomez Blas (UPM)
  • Autor: Fernando de Mingo Lopez (UPM)
  • Autor: Juan Bautista Castellanos Peñuela (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Computación Natural
  • Grupo de Investigación: Grupo de Señal Fotónica
  • Departamento: Inteligencia Artificial
  • Departamento: Organización y Estructura de la Información
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)