Gradient-Boosted Decision Tree Optimizer for Antenna Optimization

The use machine learning-assisted optimization methods in the design of antennas have been increasing. Although neural networks (NNs) and Gaussian process regression (GPR) are widely used, their scalability to higher dimensions poses several challenges, such as the requirement for excessive data, ex...

תיאור מלא

מידע ביבליוגרפי

Principais autores:	Oguzhan Engin, Mustafa Gokce Baydogan, Ahmet Cemal Durgun
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	IEEE 2026-01-01
סדרה:	IEEE Access
נושאים:	Antenna optimization tree-based learning gradient boosting machine learning active learning sequential sampling
גישה מקוונת:	https://ieeexplore.ieee.org/document/11316637/
תגים:	הוספת תג אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!