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Browsing by Subject "evolutionary multi-objective optimization"

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    Item type:Article, Access status: Open Access ,
    The Airport Gate Assignment Problem - Multi-objective Optimization versus Evolutionary Multi-objective Optimization
    (Wydawnictwa AGH, 2017) Kaliszewski, Ignacy; Miroforidis, Janusz; Stańczak, Jarosław
    In this paper, we approach the Airport Gate Assignment Problem by Multi-objective Optimization as well as Evolutionary Multi-objective Optimization. We solve a bi-criteria formulation of this problem by the commercial mixedinteger programming solver CPLEX and a dedicated Evolutionary Multi-objective Optimization algorithm. To deal with multiple objectives, we apply a methodology that we developed earlier to capture decision-maker preferences in multi-objective environments. We present the results of numerical tests for these two approaches.