Detalhes do Documento

Solving multilocal optimization problems with a recursive parallel search of the feasible region

Autor(es): Pereira, Ana I. ; Rufino, José

Data: 2014

Identificador Persistente: http://hdl.handle.net/10198/10816

Origem: Biblioteca Digital da UPB

Projeto/bolsa: info:eu-repo/grantAgreement/FCT/5876/PEst-OE/EEI/UI0319/2014/PT;

Assunto(s): Multilocal optimization; Global optimization; Parallel computing


Descrição

Stretched Simulated Annealing (SSA) combines simulated annealing with a stretching function technique, in order to solve multilocal programming problems. This work explores an approach to the parallelization of SSA, named PSSA-HeD, based on a recursive heterogeneous decomposition of the feasible region and the dynamic distribution of the resulting subdomains by the processors involved. Three PSSAHeD variants were implemented and evaluated, with distinct limits on the recursive search depth, offering different levels of numerical and computational efficiency. Numerical results are presented and discussed.

Tipo de Documento Comunicação em conferência
Idioma Inglês
Contribuidor(es) Biblioteca Digital da UPB
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