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    • An ensemble of differential evolution algorithms with variable neighborhood search for constrained function optimization 

      Paldrak, M.; Tasgetiren, M.F.; Suganthan, P.N.; Pan, Q.K. (2016 IEEE Congress on Evolutionary Computation, CEC 2016, 2016)
      In this paper, an ensemble of differential evolution algorithms based on a variable neighborhood search algorithm (EDE-VNS) is proposed so as to solve the constrained real parameter-optimization problems. The performance ...

    • Developing a Spare Parts Demand Forecasting System 

      Ozbay, E.; Hacialioglu, B.; Dokuyucu, B.I.; Sahin, H.; Sacli, M.M.; Genc, M.N.; Staiou, E.; Paldrak, M. (Lecture Notes in Mechanical Engineering, 2020)
      The focus of this study is on developing a decision support system (DSS) in order to forecast spare parts demand for a company producing high technology products in Turkey. The company is one of the world’s leading original ...