Investigation into the Hyperparameters of Error-Based Adaptive Sampling Approach for Surrogate Modeling

Investigation into the Hyperparameters of Error-Based Adaptive Sampling Approach for Surrogate Modeling

Surrogate modeling technology is used to create lightweight analogs of resource- and calculation-intensive software, provided that the problem can be reduced to the regression problem. In this article, we construct a surrogate model for predicting annual energy consumption using the open-source Ener...

Full description

Saved in:
Bibliographic Details
Main Authors: Leonid Legashev, Sergey Tolmachev, Irina Bolodurina, Alexander Shukhman, Lyubov Grishina
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Modelling
Subjects:
surrogate modeling
energy optimization
EnergyPlus
design of experiment
prediction
Online Access:https://www.mdpi.com/2673-3951/5/4/106
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items