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Publicação
Experiments of a new generation points strategy in a multilocal method
Orientador(es)
Resumo(s)
Nonlinear programming problems appear frequently in industrial/real problems. It is important to obtain its
solution in the lowest time possible, since the company could benefit from this. Taking this into account, a
derivative free method (MCSFilter method) is addressed with a different strategy to generate the initial points
to start each local search. The idea is to spread more the points so that the code execution will require a shortest amount of time when compared with the MCSFilter method execution. Some experiments were performed with simple bounds problems, equality and inequality constraint problems, chosen from a set of well known nonlinear problems. The results obtained were encouraging and with the new strategy the method needs less time to obtain the global solution.
Descrição
Palavras-chave
Points generation Derivative-free method Multistart MCSFilter method Nonlinear optimization
Contexto Educativo
Citação
Baniya, Amulya; Fernandes, Rui; Fernandes, Florbela P. (2020). Experiments of a new generation points strategy in a multilocal method. In 9th International Conference on Operations Research and Enterprise Systems, ICORES 2020. Valleta
Editora
Scitepress