Browsing Elektrik-Elektronik Mühendisliği Bölümü Makale Koleksiyonu by Subject "Optimization"

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Design Optimization of Ultra-Wideband Vivaldi Antenna using Artificial Intelligence

Mahouti, Peyman; Kızılay, Ahmet; Tarı, Özlem; Belen, Aysu; Belen, Mehmet A.; Çalışkan, Alper (Applied Computational Electromagnetics Society (ACES), 2022)

In this work, computationally efficient design optimization of frequency selective surface (FSS)-loaded ultra-wideband Vivaldi antenna via the use of data-driven surrogate model is studied. The proposed design methodology ...
Surrogate-Based Design Optimization of Multi-Band Antenna

Belen, Aysu; Tarı, Özlem; Mahouti, Peyman; Belen, Mehmet A.; Caliskan, Alper (Applied Computational Electromagnetics Society (ACES), 2022)

In this work, design optimization process of a multi-band antenna via the use of artificial neural network (ANN) based surrogate model and meta-heuristic optimizers are studied. For this mean, first, by using Latin-Hyper ...