Zobrazeno 1 - 10
of 124 465
pro vyhledávání: '"Optimal model"'
Studying unified model averaging estimation for situations with complicated data structures, we propose a novel model averaging method based on cross-validation (MACV). MACV unifies a large class of new and existing model averaging estimators and cov
Externí odkaz:
http://arxiv.org/abs/2412.09804
$\mathcal{H}_2$-optimal Model Reduction of Linear Quadratic Output Systems in Finite Frequency Range
Linear quadratic output systems constitute an important class of dynamical systems with numerous practical applications. When the order of these models is exceptionally high, simulating and analyzing these systems becomes computationally prohibitive.
Externí odkaz:
http://arxiv.org/abs/2408.07939
In this work, we consider the $\mathcal{H}_2$ optimal model reduction of dynamical systems that are linear in the state equation and up to quadratic nonlinearity in the output equation. As our primary theoretical contributions, we derive gradients of
Externí odkaz:
http://arxiv.org/abs/2405.05951
Autor:
Wei, Shangshang1 (AUTHOR) weishsh@hhu.edu.cn, Gao, Xianhua2 (AUTHOR) xianhua_gao@njit.edu.cn, Li, Yiguo3 (AUTHOR) lyg@seu.edu.cn
Publikováno v:
Energies (19961073). Nov2024, Vol. 17 Issue 22, p5804. 16p.
Publikováno v:
In Heliyon 30 November 2024 10(22)
Publikováno v:
Electrical engineering & Electromechanics, Vol 2024, Iss 5, Pp 14-19 (2024)
Introduction. A new control strategy based on the combination of optimal model predictive control (OMPC) with fractional iterative learning control (F-ILC) for speed regulation of an induction motor (IM) for electric vehicles (EVs) application is pre
Externí odkaz:
https://doaj.org/article/b16b3cd422c442f5a1c49888e7d7c48d
Autor:
Mingzhu XIE1 xiemingzhu@axhu.edu.cn, Lei WANG1 wang_lei@axhu.edu.cn, Mingyue PU1 xfk20141023@163.com
Publikováno v:
Economic Computation & Economic Cybernetics Studies & Research. 2024, Vol. 58 Issue 3, p225-240. 16p.
Publikováno v:
Heliyon, Vol 10, Iss 22, Pp e40253- (2024)
The Multiple Model Control (MMC) structure comprises three main components: the model bank, controller bank, and supervisor algorithm. Precise design of these components is crucial for achieving high control performance within the MMC framework, albe
Externí odkaz:
https://doaj.org/article/b5f63a0a442949608cd90dd5ffcdb1b6
Autor:
Abotaleb, Mostafa1 abotalebmostafa@bk.ru
Publikováno v:
Advanced Mathematical Models & Applications. 2024, Vol. 9 Issue 3, p475-524. 50p.
Autor:
Altaye, Tewodrose
This research utilized three types of artificial neural network (ANN) methodologies, namely Backpropagation Neural Network (BPNN) with varied training, transfer, divide, and learning functions; Radial Basis Function Neural Network (RBFNN); and Genera
Externí odkaz:
http://arxiv.org/abs/2402.10492