An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems

In this paper, we propose an artificial immune system called IA DED, which stands for Immune Algorithm Dynamic Economic Dispatch. It is designed for solving the Dynamic Economic Dispatch (DED) problem. Our approach considers the DED problem as a dynamic problem whose constraints change over time. I...

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Autores principales: Aragón, Victoria S., Coello Coello, Carlos, Leguizamón, Mario Guillermo
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2019
Materias:
Ciencias Informáticas
Artificial immune systems
Dynamic economic dispatch problem
Metaheuristics
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/90891
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-90891
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Artificial immune systems
Dynamic economic dispatch problem
Metaheuristics
spellingShingle Ciencias Informáticas
Artificial immune systems
Dynamic economic dispatch problem
Metaheuristics
Aragón, Victoria S.
Coello Coello, Carlos
Leguizamón, Mario Guillermo
An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
topic_facet Ciencias Informáticas
Artificial immune systems
Dynamic economic dispatch problem
Metaheuristics
description In this paper, we propose an artificial immune system called IA DED, which stands for Immune Algorithm Dynamic Economic Dispatch. It is designed for solving the Dynamic Economic Dispatch (DED) problem. Our approach considers the DED problem as a dynamic problem whose constraints change over time. IA DED considers the activation process that T cells suffer in order to find partial solutions. The proposed approach is validated using several DED problems taken from the specialized literature. Our results are compared with respect to those obtained by other approaches taken from the specialized literature. We also provide some statistical analysis in order to determine the sensitivity of the performance of our proposed approach to its parameters.
format Objeto de conferencia
Objeto de conferencia
author Aragón, Victoria S.
Coello Coello, Carlos
Leguizamón, Mario Guillermo
author_facet Aragón, Victoria S.
Coello Coello, Carlos
Leguizamón, Mario Guillermo
author_sort Aragón, Victoria S.
title An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
title_short An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
title_full An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
title_fullStr An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
title_full_unstemmed An Artificial Immune System for Solving Dynamic Economic Power Dispatch Problems
title_sort artificial immune system for solving dynamic economic power dispatch problems
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/90891
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