Search Results - Approximate dynamic programming algorithm

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 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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Time-dependent green vehicle routing problem with stochastic vehicle speeds: An approximate dynamic programming algorithm by Çimen, Mustafa, Soysal, Mehmet

“…•An Approximate Dynamic Programming Based heuristic has been proposed.•The decision support tools can be used to obtain environmentally friendly solutions…”
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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 approximate dynamic programming algorithm for short-term electric vehicle fleet operation under uncertainty by Lee, Sangmin, Boomsma, Trine Krogh

“… the methodology of approximate dynamic programming. More specifically…”
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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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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

“… Then, a novel piece-wise linear function (PLF) based continuous ADP (PLFC-ADP) algorithm is proposed to optimize the scheduling model under uncertainties…”
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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

“…•An ADP algorithm based on the time-flow model is also proposed.•The proposed algorithm shows computational benefits over the standard MIP solver…”
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Model‐Free Approximate Dynamic Programming for Stochastic Zero‐Sum Games: Algorithm Design and Analysis by Guo, Liangyuan, Wang, Bing‐Chang, Dong, Hailing

“…This paper studies the discrete‐time stochastic zero‐sum games by employing the approximate dynamic programming technique. We present on‐policy and off…”
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Traffic network micro-simulation model and control algorithm based on approximate dynamic programming by Yin, Biao, Dridi, Mahjoub, El Moudni, Abdellah

“… The proposed algorithm is based on a micro-simulation model and a reinforcement learning method, namely approximate dynamic programming (ADP…”
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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.

“… ► Design efficient approximate dynamic programming (ADP) solution algorithms. ► Compare ADP policies with the Markov decision processes (MDP) benchmark…”
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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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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…”
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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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Algorithms of approximate dynamic programming for hydro scheduling by Parvez, Iram, Shen, Jianjian

“…In hydro scheduling, unit commitment is a complex sub-problem. This paper proposes a new approximate dynamic programming technique to solve unit commitment…”
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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.

“… As such, we develop and test approximate dynamic programming (ADP) algorithms to determine high-quality personnel policies relative to current practice…”
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Approximate dynamic programming-based decentralised robust optimisation approach for multi-area economic dispatch considering wind power uncertainty by Zhu, Jianquan, Wang, Chenxi, Guo, Ye, Luo, Tianyun, Mo, Xiemin, Xia, Yunrui

“… on approximate dynamic programming algorithm. The value functions are proposed for each area to iteratively estimate the impacts of its dispatches on the dispatches of other areas which make decisions subsequently…”
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An effective and efficient approximate two-dimensional dynamic programming algorithm for supporting advanced computer vision applications by Cuzzocrea, Alfredo, Mumolo, Enzo, Grasso, Giorgio Mario, Vercelli, Gianni

“… Dynamic Programming Algorithms (DPAs) can be developed in many dimension. However, it is known that if the DPA dimension is greater or equal to two, the algorithm is an NP complete problem…”
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