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Optimization with Surrogate Models
2013In this chapter, we show how artificial curiosity can be used to focus on the most pertinent search points in black-box optimization. We present a novel response surface method, which employs a memory-based model to estimate the interestingness of each candidate point using Gaussian process regression.
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Fundamentals of Surrogate Modeling and Surrogate-Assisted Optimization
2023Anna Pietrenko-Dabrowska +1 more
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Reduced order and surrogate models for gravitational waves
Living Reviews in Relativity, 2022Manuel Tiglio, Aaron Villanueva
exaly
Surrogate Model Design for GtL Kerosene
50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, 2012Slavinskaya, Nadezhda A. +3 more
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This deliverable presents the development and demonstration of load surrogate models to be integrated as part of SUDOCO’s “Control Room of The Future”.
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