Browsing Research Articles (Computer Science) by Subject "Large-scale optimization"

Browsing Research Articles (Computer Science) by Subject "Large-scale optimization"

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  • Boundary constraint handling techniques for particle swarm optimization in high dimensional problem spaces 
    Oldewage, E.T. (Elre); Engelbrecht, Andries P.; Cleghorn, Christopher Wesley (Springer, 2018-10)
    This paper investigates the use of boundary constraint handling mechanisms to prevent unwanted particle roaming behaviour in high dimensional spaces. The paper tests a range of strategies on a benchmark for large scale ...
  • A scalability study of many-objective optimization algorithms 
    Maltese, Justin; Ombuki-Berman, Beatrice M.; Engelbrecht, Andries P. (Institute of Electrical and Electronics Engineers, 2018-02)
    Over the past few decades, a plethora of computational intelligence algorithms designed to solve multiobjective problems have been proposed in the literature. Unfortunately, it has been shown that a large majority of these ...