SciELO - Scientific Electronic Library Online

 
vol.8 número4Compensatory fuzzy logic for intelligent social network analysisMétodo para la construcción del modelo de dominio en un Tutor Inteligente de Programación índice de autoresíndice de materiabúsqueda de artículos
Home Pagelista alfabética de revistas  

Servicios Personalizados

Articulo

Indicadores

  • No hay articulos citadosCitado por SciELO

Links relacionados

  • No hay articulos similaresSimilares en SciELO

Compartir


Revista Cubana de Ciencias Informáticas

versión On-line ISSN 2227-1899

Resumen

NOVOA-HERNANDEZ, Dr. C Pavel; CRUZ CORONA, Dr. C Carlos  y  A. PELTA, Dr. C David. A comparative study on self-adaptive differential evolution in dynamic environments. Rev cuba cienc informat [online]. 2014, vol.8, n.4, pp. 86-99. ISSN 2227-1899.

Several real optimization problems are dynamic, meaning that some elements of their mathematical model are time varying. These problems have received a special interest in the last years from the viewpoint of metaheuristics. Differential Evolution (DE) is one of the current population-based metaheuristics with an excellent effectiveness and easy implementation. However, as similar paradigms in dynamic environments, DE has been adapted with aims of solving the diversity loss in the solution population. On the other hand, self-adaptation is one of the less used approaches in dynamic environments, despite its success in complex scenarios. Self-adaptation is a parameter control technique that gives certain intelligent behavior to the algorithm, during the search process. In that sense, the present work investigates the performance of two self-adaptive extensions of DE, which in combination with other existing diversity approaches have been applied in several dynamic scenarios. The obtained results from the computational experiments, confirm that self-adaptation is a promising technique for dynamic environments.

Palabras clave : differential evolution; dynamic environments; self-adaptation.

        · resumen en Español     · texto en Español     · Español ( pdf )