An adaptive constraint handling technique for evolutionary algorithms

• Tipo: Artigo em Revista Científica Internacional
• Data: 2013

Autores

Costa, L (Autor) Outra; Santo, IE (Autor) Outra; oliveira, p (Autor) ICBAS

Revista

Título: Optimization

Vol. 62

Páginas: 241-253

ISSN: 0233-1934

Editora: Taylor & Francis

Indexação

ISI Web of Knowledge - 9 Citações

Scopus - 9 Citações

Outras Informações

ID Authenticus: P-002-0Q8

DOI: 10.1080/02331934.2011.590486

Abstract (EN): In global optimization with evolutionary algorithms constraint handling presents major difficulties, especially in the case of equality constraints. Several techniques have been proposed to overcome this difficulty. In this work an adaptive constraint handling technique is studied on a set of test problems with two evolutionary algorithms. The results indicate that the proposed adaptive technique produces results with better quality in terms of objective function values and constraint violations. The comparison was assessed by performance profiles based on a new metric that considers information both on objective function value and constraints violation.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 13