Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/4178
Título: Single-objective spreading algorithm
Autor: Pires, E. J. Solteiro
Mendes, Luís
Lopes, António M.
Oliveira, P. B. Moura
Machado, J. A. Tenreiro
Data: 2013
Editora: Springer
Relatório da Série N.º: Intelligent Systems, Control and Automation: Science and Engineering; Vol. 61
Resumo: This paper addresses the problem of finding several different solutions with the same optimum performance in single objective real-world engineering problems. In this paper a parallel robot design is proposed. Thereby, this paper presents a genetic algorithm to optimize uni-objective problems with an infinite number of optimal solutions. The algorithm uses the maximin concept and ε-dominance to promote diversity over the admissible space. The performance of the proposed algorithm is analyzed with three well-known test functions and a function obtained from practical real-world engineering optimization problems. A spreading analysis is performed showing that the solutions drawn by the algorithm are well dispersed.
Peer review: yes
URI: http://hdl.handle.net/10400.22/4178
ISBN: 978-94-007-4721-0
978-94-007-4722-7
ISSN: 2213-8986
Versão do Editor: http://link.springer.com/chapter/10.1007%2F978-94-007-4722-7_13
Aparece nas colecções:ISEP – DEE – Livro, parte de livro, ou capítulo de livro

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