Browsing Bilgisayar Mühendisliği Bölümü by Author "Baştemur Kaya, Ceren"

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A novel approach based to neural network and flower pollination algorithm to predict number of COVID-19 cases

Baştemur Kaya, Ceren; Kaya, Ebubekir (2021-10-30)

Flower Pollination Algorithm (FPA) is one of the popular heuristic algorithms that model pollination in the natural environment. Since 2012, it has been used in the solution of many difficult real world problems and ...
A novel neural network training algorithm for the identification of nonlinear static systems: artificial bee colony algorithm based on effective scout bee stage

Kaya, Ebubekir; Baştemur Kaya, Ceren (2021-02-28)

In this study, a neural network-based approach is proposed for the identification of nonlinear static systems. A variant called ABCES (ABC Based on Effective Scout Bee Stage) is introduced for neural network training. Two ...
Yüksek boyutlu nümerik optimizasyon problemlerinin çözümünde kelebek optimizasyon algoritmasının performansının değerlendirilmesi

Baştemur Kaya, Ceren; Kaya, Ebubekir (2022-10-26)

Kelebek optimizasyon algoritması, kelebeklerin yiyecek arama davranışını modelleyen güncel meta-sezgisel algoritmalardan biridir. Pek çok problemin çözümünde başarılı bir şekilde kullanıldığı literatürde görülmektedir. Bir ...

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