Hybrid Estimation of Distribution Algorithm Using Local Function Approximations

F Campelo, FG Guimaraes, JA Ramirez, H Igarashi

    Research output: Contribution to journalArticlepeer-review


    In this paper, we introduce an approach for the design of electromagnetic devices based on the use of estimation of distribution algorithms (EDAs), coupled with approximation-based local search around the most promising solutions. The main idea is to combine the power of EDAs in the solution of hard optimization problems with the faster convergence provided by the local search using local approximations. The resulting hybrid algorithm is tested on a numerical benchmark problem.
    Original languageEnglish
    Pages (from-to)1558-1561
    JournalIEEE Transactions on Magnetics
    Issue number3
    Publication statusPublished - Mar 2009

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