Search Results - decomposed value function approximation

Continuous Approximate Dynamic Programming Algorithm to Promote Multiple Battery Energy Storage Lifespan Benefit in Real-Time Scheduling by 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…”
Get full text

Spatiotemporal decomposed dispatch of integrated electricity-gas system via stochastic dual dynamic programming-based value function approximation by 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…”
Get full text

Adaptive Dynamic Programming for Multi-Driver Order Dispatching at Large-Scale by 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…”
Get full text

Time-Dependent Expectation Values from Integral Equations for Quantum Flux and Probability Densities by 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…”
Get more information

Spectral solver for the oscillatory Stokes frequency-based equation in doubly periodic confined domains by 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…”
Get full text

Memory-Efficient Frequency-Domain Least-Squares RTM Using Low-Rank Green's Functions via Stochastic SVD Algorithms by 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…”
Get full text

Finite uniform approximation of two-person games defined on a product of staircase-function infinite spaces by Romanuke, Vadim V.

“… A method of finite uniform approximation of two-person games in staircase-function infinite spaces is presented…”
Get full text

Neural learning control for sampled‐data nonlinear systems based on Euler approximation and first‐order filter by Liang, Dengxiang, Wang, Min

“…‐feedback nonlinear systems (SFNSs) by leveraging the capabilities of radial basis function (RBF) neural networks (NNs…”
Get full text

FINITE APPROXIMATION OF NONCOOPERATIVE 2-PERSON GAMES PLAYED IN STAIRCASE-FUNCTION CONTINUOUS SPACES by Romanuke, Vadim

“…V. Romanuke Finite approximation of noncooperative 2-person games played in staircase-function continuous spaces Background…”
Get full text

A bivariate Chebyshev polynomials method for nonlinear dynamic systems with interval uncertainties by 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…”
Get full text

Complex Function Approximation Using Two-Dimensional Interpolation by 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…”
Get full text

The Stochastic Dynamic Post-Disaster Inventory Allocation Problem with Trucks and UAVs by 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…”
Get full text

Incremental State Aggregation for Value Function Estimation in Reinforcement Learning by 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…”
Get full text

FINITE APPROXIMATION OF NONCOOPERATIVE 2-PERSON GAMES PLAYED IN STAIRCASE-FUNCTION CONTINUOUS SPACES by Romanuke, Vadim

“…V. Romanuke Finite approximation of noncooperative 2-person games played in staircase-function continuous spaces Background…”
Get full text

Finite approximation of zero-sum games played in staircase-function continuous spaces by Романюк, Вадим Васильович

“… However, the method cannotbe applied straightforwardly to a zero-sum game played with staircase-function strategies…”
Get full text

Adaptive quadtree edge-based smoothed finite element method for limit state analysis of structures by 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…”
Get full text

On shift selection for Krylov subspace based model order reduction by 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…”
Get full text

Mixed semiclassical-classical propagators for the Wigner phase space representation by 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…”
Get more information

MESH-FREE ANALYSIS OF PLATE BENDING PROBLEMS BY MOVING FINITE ELEMENT APPROXIMATION by Sladek, Vladimir, Sladek, Jan, Repka, Miroslav

“… Therefore C1 continuous elements are required for approximation and discretization with using the standard finite element method (FEM…”
Get full text

Policy Iteration for Factored MDPs by 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…”
Get full text