Výsledky vyhledávání - decomposed value function approximation

Continuous Approximate Dynamic Programming Algorithm to Promote Multiple Battery Energy Storage Lifespan Benefit in Real-Time Scheduling Autor Xue, Xizhen, Ai, Xiaomeng, Fang, Jiakun, Jiang, Yazhou, Cui, Shichang, Wang, Jinsong, Ortmeyer, Thomas H., Wen, Jinyu

“… A new decomposed value function approximation method employing both BES state of charge and BES cumulative life loss is proposed to achieve high optimality and wide applicability…”
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Spatiotemporal decomposed dispatch of integrated electricity-gas system via stochastic dual dynamic programming-based value function approximation Autor Zhu, Jianquan, Liu, Haixin, Guo, Ye, Chen, Jiajun, Zhuo, Yelin, Wang, Zeshuang

“…This paper proposes a novel stochastic dual dynamic programming-based value function approximation approach for the spatiotemporal decomposed dispatch of integrated electricity-gas systems with uncertainties…”
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Adaptive Dynamic Programming for Multi-Driver Order Dispatching at Large-Scale Autor Jiang, Kai, Cao, Yue, Zhou, Huan, Wu, Jie, Zhang, Zhao, Liu, Zhi

“…Order dispatching, which involves assigning orders to demand-matched vehicles, is an underlying issue for ride-sharing services. Previous works on order…”
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Time-Dependent Expectation Values from Integral Equations for Quantum Flux and Probability Densities Autor Schürger, P, Renziehausen, K, Schaupp, T, Barth, I, Engel, V

“… This can be different, if one applies approximations to the wave function. For illustration, we treat one- and two-dimensional dynamics in coupled electron-nuclear systems…”
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Spectral solver for the oscillatory Stokes frequency-based equation in doubly periodic confined domains Autor Peláez, Raúl P., Palacios-Alonso, Pablo, Delgado-Buscalioni, Rafael

“…Oscillatory flows induced by a monochromatic forcing frequency $\omega$ close to a planar surface are present in many applications involving fluid–matter…”
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Memory-Efficient Frequency-Domain Least-Squares RTM Using Low-Rank Green's Functions via Stochastic SVD Algorithms Autor Revelo, Daniel E., Pestana, Reynam C., Barrera, Diego F.

“… FLSRTM using low-rank Green's functions decomposed via singular value decomposition (SVD) can be used to alleviate this constraint…”
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Finite uniform approximation of two-person games defined on a product of staircase-function infinite spaces Autor Romanuke, Vadim V.

“… A method of finite uniform approximation of two-person games in staircase-function infinite spaces is presented…”
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Neural learning control for sampled‐data nonlinear systems based on Euler approximation and first‐order filter Autor Liang, Dengxiang, Wang, Min

“…‐feedback nonlinear systems (SFNSs) by leveraging the capabilities of radial basis function (RBF) neural networks (NNs…”
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FINITE APPROXIMATION OF NONCOOPERATIVE 2-PERSON GAMES PLAYED IN STAIRCASE-FUNCTION CONTINUOUS SPACES Autor Romanuke, Vadim

“…V. Romanuke Finite approximation of noncooperative 2-person games played in staircase-function continuous spaces Background…”
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A bivariate Chebyshev polynomials method for nonlinear dynamic systems with interval uncertainties Autor Wei, Tonghui, Li, Feng, Meng, Guangwei

“…). The presence of too many uncertain parameters will lead to expansive computational cost. To overcome this shortcoming, the dynamic response is decomposed by a bivariate function decomposition (BFD…”
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Complex Function Approximation Using Two-Dimensional Interpolation Autor Wang, Dong, Ercegovac, Milos D., Xiao, Yang

“… The proposed method utilizes a two-dimensional convolution algorithm to interpolate bivariate functions from tabulated function values in the complex domain…”
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The Stochastic Dynamic Post-Disaster Inventory Allocation Problem with Trucks and UAVs Autor Robert van Steenbergen, Wouter van Heeswijk, Mes, Martijn

“…Humanitarian logistics operations face increasing difficulties due to rising demands for aid in disaster areas. This paper investigates the dynamic allocation…”
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Incremental State Aggregation for Value Function Estimation in Reinforcement Learning Autor Mori, T., Ishii, S.

“… We propose an efficient approach to this difficulty, in which the problem of approximating the value function is decomposed into a number of subproblems, each of which can be solved with small computational cost. Computer experiments show that the CPU time needed by our method is much smaller than that by the existing method…”
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FINITE APPROXIMATION OF NONCOOPERATIVE 2-PERSON GAMES PLAYED IN STAIRCASE-FUNCTION CONTINUOUS SPACES Autor Romanuke, Vadim

“…V. Romanuke Finite approximation of noncooperative 2-person games played in staircase-function continuous spaces Background…”
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Finite approximation of zero-sum games played in staircase-function continuous spaces Autor Романюк, Вадим Васильович

“… However, the method cannotbe applied straightforwardly to a zero-sum game played with staircase-function strategies…”
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Adaptive quadtree edge-based smoothed finite element method for limit state analysis of structures Autor Ho, Phuc L. H., Lee, Changkye

“… The total stress field is decomposed into two components: an elastic component associated with the safety factor and a self-equilibrating residual component…”
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On shift selection for Krylov subspace based model order reduction Autor Frie Lennart, Eberhard, Peter

“… Frequently, moment matching based on Krylov subspaces is used for the reduction. There, the transfer functions of the full system and of the reduced system are matched at distinct frequency shifts…”
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Mixed semiclassical-classical propagators for the Wigner phase space representation Autor Koda, Shin-Ichi

“…)]. We first show that the stationary phase approximation over the operation of the phase-space van Vleck propagator on initial distribution functions results in the classical mechanical time propagation…”
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MESH-FREE ANALYSIS OF PLATE BENDING PROBLEMS BY MOVING FINITE ELEMENT APPROXIMATION Autor Sladek, Vladimir, Sladek, Jan, Repka, Miroslav

“… Therefore C1 continuous elements are required for approximation and discretization with using the standard finite element method (FEM…”
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Policy Iteration for Factored MDPs Autor Koller, Daphne, Parr, Ron

“… of the process, recent work has shown that value functions in factored MDPs can often be approximated well using a decomposed value function…”
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