Search Results - subject:"function approximation"

Solving a class of cut-generating linear programs via machine learning

Rajabalizadeh, Atefeh; Davarnia, Danial - In: INFORMS journal on computing : JOC ; charting new … 36 (2024) 3, pp. 708-722

Persistent link: https://www.econbiz.de/10014634722

Technician routing and scheduling with employees' learning through implicit cross-training strategy

Chen, Xi; Li, Kaiwen; Lin, Sidian; Ding, Xiaosong - In: International journal of production economics 271 (2024), pp. 1-13

Persistent link: https://www.econbiz.de/10015049705

Kernel Estimation: the Equivalent Spline Smoothing Method

Härdle, Wolfgang Karl; Nussbaum, Michael - 2020

Among nonparametric smoothers, there is a well-known correspondence between kernel and Fourier series methods, pivoted by the Fourier transform of the kernel. This suggests a similar relationship between kernel and spline estimators. A known special case is the result of Silverman (1984) on the...

Persistent link: https://www.econbiz.de/10012433254

Primal-dual value function approximation for stochastic dynamic intermodal transportation with eco-labels

Heinold, Arne; Meisel, Frank; Ulmer, Marlin Wolf - In: Transportation science 57 (2023) 6, pp. 1452-1472

Persistent link: https://www.econbiz.de/10014464457

The dynamic freight routing problem for less-than-truckload carriers

Baubaid, Ahmad; Boland, Natashia; Savelsbergh, Martin W. P. - In: Transportation science 57 (2023) 3, pp. 717-740

Persistent link: https://www.econbiz.de/10014311104

Learning zero-sum simultaneous-move Markov games using function approximation and correlated equilibrium

Xie, Qiaomin; Chen, Yudong; Wang, Zhaoran; Yang, Zhuoran - In: Mathematics of operations research 48 (2023) 1, pp. 433-462

Persistent link: https://www.econbiz.de/10014312559

Provably efficient reinforcement learning with linear function approximation

Jin, Chi; Yang, Zhuoran; Wang, Zhaoran; Jordan, Michael … - In: Mathematics of operations research 48 (2023) 3, pp. 1496-1521

Persistent link: https://www.econbiz.de/10014329343

Network effects and multinetwork sellers' dynamic pricing in the U.S. smartphone market

Liu, Yue; Luo, Rong - In: Management science : journal of the Institute for … 69 (2023) 6, pp. 3297-3318

Persistent link: https://www.econbiz.de/10014305643

Optimized ensemble value function approximation for dynamic programming

Cervellera, Cristiano - In: European journal of operational research : EJOR 309 (2023) 2, pp. 719-730

Persistent link: https://www.econbiz.de/10014291662

Value function gradient learning for large-scale multistage stochastic programming problems

Lee, Jinkyu; Bae, Sanghyeon; Kim, Woo Chang; Lee, Yongjae - In: European journal of operational research : EJOR 308 (2023) 1, pp. 321-335

Persistent link: https://www.econbiz.de/10014283043

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