Efficient EM Optimization Exploiting Parallel Local Sampling Strategy and Bayesian Optimization for Microwave Applications

In electromagnetic (EM) optimization of microwave design, a computationally bad starting point usually leads the local optimization process to be stuck into local optimum, which does not satisfy the design specifications. In this situation, global optimization methods can be an alternative to achiev...

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Veröffentlicht in:	IEEE microwave and wireless components letters 2021-10, Vol.31 (10), p.1103-1106
Hauptverfasser:	Na, Weicong, Liu, Ke, Cai, Haocheng, Zhang, Wanrong, Xie, Hongyun, Jin, Dongyue
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes methods Bayesian analysis Bayesian optimization (BO) Convergence Data models Design optimization Design specifications electromagnetic (EM) optimization Exploitation Global optimization Iterative methods Local optimization microwave applications Microwave theory and techniques Optimization Optimization methods Optimization techniques parallel local sampling Probabilistic logic Sampling Wireless communication
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