An Adaptive Constraint Handling Technique for Evolutionary Algorithms

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2010

Autores

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

Ata de Conferência Internacional

Título: NUMERICAL ANALYSIS AND APPLIED MATHEMATICS, VOLS I-III

Páginas: 975-978

International Conference on Numerical Analysis and Applied Mathematics

Rhodes, GREECE, SEP 19-25, 2010

Indexação

ISI Web of Knowledge - 0 Citações

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-003-C58

DOI: 10.1063/1.3498659

Abstract (EN): In global optimization with evolutionary algorithms, constraint handling presents major difficulties, specially, 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 preliminary results seem to indicate that the proposed adaptive technique produces results with better quality in terms of objective function values and constraint violations.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 4