A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions

Bayesian optimization (BO) is a popular global optimization scheme for sample-efficient optimization in domains with expensive function evaluations. The existing BO techniques are capable of finding a single global optimum solution. However, finding a set of global and local optimum solutions is cru...

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Hauptverfasser:	Mei, Yongsheng, Lan, Tian, Imani, Mahdi, Subramaniam, Suresh
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Mathematics - Optimization and Control
Online-Zugang:	Volltext bestellen
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