Point estimation, confidence intervals, and P‐values for optimal adaptive two‐stage designs with normal endpoints
Sign Up to like & getrecommendations! Published in 2024 at "Statistics in Medicine"
DOI: 10.1002/sim.10020
Abstract: Due to the dependency structure in the sampling process, adaptive trial designs create challenges in point and interval estimation and in the calculation of P‐values. Optimal adaptive designs, which are designs where the parameters governing… read more here.
Keywords: values optimal; estimation confidence; confidence intervals; optimal adaptive ... See more keywords
Averaging Thermal Dynamics for Nearly Optimal and Adaptive Energy Management of Multi-Zone Homes
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2023.3300883
Abstract: Managing Heating, Ventilation and Air-Conditioning (HVAC) optimally with respect to energy efficiency and adaptively with respect to uncertainties is a recognized bottleneck for multi-zone buildings. This work proposes a management approach where HVAC operation is… read more here.
Keywords: energy; thermal dynamics; energy management; optimal adaptive ... See more keywords
Pareto-optimal Adaptive Loss Residual Shrinkage Network for Imbalanced Classification of Machinery Fault Diagnostics
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3094186
Abstract: In the industrial applications of mechanical fault diagnosis, machines work in normal condition at most time. In other words, most of the collected datasets are highly imbalanced. Although deep learning has been widely applied in… read more here.
Keywords: optimal adaptive; pareto optimal; loss; residual shrinkage ... See more keywords
Energy-Optimal Adaptive Cruise Control for Electric Vehicles Based on Linear and Nonlinear Model Predictive Control
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3044265
Abstract: This paper presents a novel function of energy-optimal adaptive cruise control (EACC) for electric vehicles based on model predictive control (MPC), which plans the host car's speed trajectory in real time for higher energy efficiency… read more here.
Keywords: energy optimal; time; control; optimal adaptive ... See more keywords
Optimal Adaptive Testing: Informativeness and Incentives
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DOI: 10.3982/te2914
Abstract: We introduce a learning framework in which a principal seeks to determine the ability of a strategic agent. The principal assigns a test consisting of a finite sequence of questions or tasks. The test is… read more here.
Keywords: optimal adaptive; question; adaptive testing; informativeness incentives ... See more keywords