Konu "Computer Science" için İstatistik Bölümü Makale Koleksiyonu listeleme

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    • A New Multilayer Feedforward Network Based on Trimmed Mean Neuron Model 

      Yolcu, Ufuk; Bas, Eren; Egrioglu, Erol; Aladag, Cagdas Hakan (Acad Sciences Czech Republic, Inst Computer Science, 2015)
      The multilayer perceptron model has been suggested as an alternative to conventional approaches, and can accurately forecast time series. Additionally, several novel artificial neural network models have been proposed as ...

    • Hybrid Adaptive Evolutionary Algorithm Based On Decomposition 

      Mashwani, Wali Khan; Salhi, Abdellah; Yeniay, Ozgur; Jan, Muhammad Asif; Khanum, Rasheeda Adeeb (Elsevier Science Bv, 2017)
      The performance of search operators varies across the different stages of the search/optimization process of evolutionary algorithms (EAs). In general, a single search operator may not do well in all these stages when ...

    • Hybrid Non-Dominated Sorting Genetic Algorithm With Adaptive Operators Selection 

      Mashwani, Wali Khan; Salhi, Abdellah; Yeniay, Ozgur; Hussian, H.; Jan, M. A. (Elsevier Science Bv, 2017)
      Multiobjective optimization entails minimizing or maximizing multiple objective functions subject to a set of constraints. Many real world applications can be formulated as multi-objective optimization problems (MOPs), ...