Search Results - "Approximate dynamic programming algorithms"

Approximate dynamic programming algorithms for multidimensional flexible production-inventory problems by Çimen, Mustafa, Kirkbride, Chris

“…An important issue in the manufacturing and supply chain literature concerns the optimisation of inventory decisions. Single-product inventory problems are…”
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New approximate dynamic programming algorithms for large-scale undiscounted Markov decision processes and their application to optimize a production and distribution system by Ohno, Katsuhisa, Boh, Toshitaka, Nakade, Koichi, Tamura, Takayoshi

“…•We propose new approximate dynamic programming algorithms.•These algorithms can solve large-scale undiscounted Markov decision processes…”
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Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation by He, Miao, Zhao, Lei, Powell, Warren B.

“…► Model the dosage decisions in COH treatment as a stochastic optimization problem. ► Design efficient approximate dynamic programming (ADP) solution…”
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Efficient sampling in approximate dynamic programming algorithms by Cervellera, Cristiano, Muselli, Marco

“…Dynamic Programming (DP) is known to be a standard optimization tool for solving Stochastic Optimal Control (SOC) problems, either over a finite or an infinite…”
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Approximate dynamic programming algorithms for United States Air Force officer sustainment by Hoecherl, Joseph C., Robbins, Matthew J., Hill, Raymond R., Ahner, Darryl K.

“…We consider the problem of making accession and promotion decisions in the United States Air Force officer sustainment system. Accession decisions determine…”
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Single-pass and approximate dynamic-programming algorithms for order acceptance and capacity planning by Herbots, Jade, Herroelen, Willy, Leus, Roel

“…This paper investigates dynamic order acceptance and capacity planning under limited regular and non-regular resources. Our goal is to maximize the profits of…”
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New approximate dynamic programming algorithms for large-scale undiscounted Markov decision processes and their application to optimize a production and distribution system by Toshitaka Boh, Katsuhisa Ohno, Takayoshi Tamura, Koichi Nakade

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Approximate dynamic programming algorithms for the control of grid-level storage in the presence of renewable generation by Salas, Daniel Federico

“…In this dissertation, we present and benchmark an approximate dynamic programming algorithm that is capable of designing near-optimal control policies for time-dependent, finite-horizon energy storage…”
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Time-dependent green vehicle routing problem with stochastic vehicle speeds: An approximate dynamic programming algorithm by Çimen, Mustafa, Soysal, Mehmet

“…•The MDP model for the Green STDCVRP accounts for stochastic time-dependent vehicle speeds and emissions.•An Approximate Dynamic Programming Based heuristic…”
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A non-iterative distributed approximate dynamic programming algorithm for frequency security-constrained stochastic economic dispatch by Feng, Xiangyong, Lin, Shunjiang, Liang, Yutao, Liu, Yanghua, Liu, Mingbo

“…•A golden section search-based approximate linear constraint generation algorithm.•A non-iterative distributed approximate dynamic programming algorithm…”
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An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls by Nascimento, Juliana, Powell, Warren B.

“…We prove convergence of an approximate dynamic programming algorithm for a class of high-dimensional stochastic control problems linked by a scalar storage device, given a technical condition…”
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An approximate dynamic programming algorithm for short-term electric vehicle fleet operation under uncertainty by Lee, Sangmin, Boomsma, Trine Krogh

“…This paper considers the dynamic problem of optimally operating a fleet of plug-in hybrid electric vehicles in a market environment. With uncertainty in future…”
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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

“…This paper aims to promote the lifespan benefit of multiple battery energy storage (BES) in real-time scheduling. An effective real-time scheduling model is…”
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An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application by Simao, Hugo P, Day, Jeff, George, Abraham P, Gifford, Ted, Nienow, John, Powell, Warren B

“…We addressed the problem of developing a model to simulate at a high level of detail the movements of over 6,000 drivers for Schneider National, the largest…”
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New integer optimization models and an approximate dynamic programming algorithm for the lot-sizing and scheduling problem with sequence-dependent setups by Lee, Younsoo, Lee, Kyungsik

“…•Lot-sizing and scheduling with sequence-dependent setup cost and times is studied.•The time-flow model for the problem is proposed and compared with a…”
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A new approximate dynamic programming algorithm based on an actor-critic framework for optimal control of alkali-surfactant-polymer flooding by Li, Shurong, Han, Lu, Ge, Yulei, Shi, Yuhuan

“…An approximate dynamic programming algorithm based on an actor-critic framework is proposed in this article…”
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An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem by Nascimento, Juliana M, Powell, Warren B

“… We provide a rare proof of convergence for an approximate dynamic programming algorithm using pure exploitation, where the states we visit depend on the decisions produced by solving the approximate problem…”
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An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application: Focused Issue on Freight Transportation by SIMAO, Hugo P, DAY, Jeff, GEORGE, Abraham P, GIFFORD, Ted, NIENOW, John, POWELL, Warren B

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An approximate dynamic programming approach for the vehicle routing problem with stochastic demands by Novoa, Clara, Storer, Robert

“…This paper examines approximate dynamic programming algorithms for the single-vehicle routing problem with stochastic demands from a dynamic or reoptimization perspective…”
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Stochastic optimal dispatch of PV/wind/diesel/battery microgrids using state-space approximate dynamic programming by Lin, Shunjiang, Wang, Yaping, Liu, Mingbo, Fan, Guansheng, Yang, Zhibin, Li, Qifeng

“…) model to reduce the computational complexity. The state-space approximate dynamic programming algorithm is adopted…”
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