Výsledky vyhledávání - Approximate dynamic programming problem

Improving Defensive Air Battle Management by Solving a Stochastic Dynamic Assignment Problem via Approximate Dynamic Programming Autor Liles IV, Joseph M., Robbins, Matthew J., Lunday, Brian J.

“…•A high-value asset must be defended from arriving salvos of cruise missiles•An air battle management problem is solved via approximate dynamic programming•Our modeling…”
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Solving the dynamic ambulance relocation and dispatching problem using approximate dynamic programming Autor Schmid, Verena

“… ► ADP is powerful in solving the underlying stochastic and dynamic optimization problem…”
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An approximate dynamic programming approach for solving aircraft fleet engine maintenance problem: Methodology and a case study Autor Zhang, Miao, Yang, Jingyuan, Zhang, Chuwen, He, Simai, Liu, Huikang, Wang, Jinshen, Wang, Zizhuo

“… We develop an approximate dynamic programming algorithm enhanced by dynamic graph generation and policy-sifting techniques so as to reduce the computational overhead in large problems…”
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Optimal decision-making of mutual fund temporary borrowing problem via approximate dynamic programming Autor Luo, Xuyang, Song, Chunyue

“…, demand, and maximum loan amount simultaneously. An approximate dynamic programming (ADP) algorithm is initiated to solve the cost-minimizing temporary borrowing problem…”
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Sum of Squares Polynomial Approximate Dynamic Programming for the Ergodic Problem Autor Hexner, Gyorgy

“…The purpose of this note is to extend the approximate dynamic programming (ADP) method to the infinite time stochastic optimal control (ergodic) problem…”
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Approximate dynamic programming for network recovery problems with stochastic demand Autor Ulusan, Aybike, Ergun, Özlem

“… In this paper, we study the stochastic network recovery problem that tackles the planning of restoration activities…”
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Approximate dynamic programming for lateral transshipment problems in multi-location inventory systems Autor Meissner, Joern, Senicheva, Olga V.

“…•Search of optimal solution is simplified to the solution of the network flow problem.•Our efficient algorithm solves industrial-size multi-location transshipment problems…”
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Solving stochastic resource-constrained project scheduling problems by closed-loop approximate dynamic programming Autor Li, Haitao, Womer, Norman K.

“… has been regarded as being computationally intractable. In this research, we develop effective and efficient approximate dynamic programming (ADP…”
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Solving the joint military medical evacuation problem via a random forest approximate dynamic programming approach Autor Rodriguez, Channel A., Jenkins, Phillip R., Robbins, Matthew J.

“… Determining which MEDEVAC units to task to respond to incoming requests for service, known as the MEDEVAC dispatching problem, is a natural sequential decision making problem and is the focus of this paper…”
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Approximate dynamic programming for pickup and delivery problem with crowd-shipping Autor Mousavi, Kianoush, Bodur, Merve, Cevik, Mucahit, Roorda, Matthew J.

“… of orders to crowd-shippers. We formulate the problem as a Markov decision process and develop an Approximate Dynamic Programming (ADP…”
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How good are learning-based control v.s. model-based control for load shifting? Investigations on a single zone building energy system Autor Fu, Yangyang, Xu, Shichao, Zhu, Qi, O’Neill, Zheng, Adetola, Veronica

“…Both model predictive control (MPC) and deep reinforcement learning control (DRL) have been presented as a way to approximate the true optimality of a dynamic…”
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Time-dependent green vehicle routing problem with stochastic vehicle speeds: An approximate dynamic programming algorithm Autor 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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Off-line approximate dynamic programming for the vehicle routing problem with a highly variable customer basis and stochastic demands Autor Dastpak, Mohsen, Errico, Fausto, Jabali, Ola

“…We study a stochastic variant of the vehicle routing problem (VRP) arising in the context of domestic donor collection services…”
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Approximate dynamic programming for an energy-efficient parallel machine scheduling problem Autor Heydar, Mojtaba, Mardaneh, Elham, Loxton, Ryan

“…•An approximate dynamic programming approach is proposed.•A new binary program for solving the optimization problem at each state is proposed…”
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Markov decision process and approximate dynamic programming for a patient assignment scheduling problem Autor O’Reilly, Małgorzata M., Krasnicki, Sebastian, Montgomery, James, Heydar, Mojtaba, Turner, Richard, Van Dam, Pieter, Maree, Peter

“…We study the patient assignment scheduling (PAS) problem in a random environment that arises in the management of patient flow in hospital systems, due…”
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Approximate dynamic programming for the military inventory routing problem Autor McKenna, Rebekah S., Robbins, Matthew J., Lunday, Brian J., McCormack, Ian M.

“… The large size of the problem instance motivating this research renders dynamic programming algorithms inappropriate, so we utilize approximate dynamic programming (ADP…”
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An approximate dynamic programming approach for the vehicle routing problem with stochastic demands Autor 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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How good are learning-based control v.s. model-based control for load shifting? Investigations on a single zone building energy system Autor Fu, Yangyang, Xu, Shichao, Zhu, Qi, O’Neill, Zheng, Adetola, Veronica

“…Both model predictive control (MPC) and deep reinforcement learning control (DRL) have been presented as a way to approximate the true optimality of a dynamic…”
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Approximate dynamic programming for stochastic resource allocation problems Autor Forootani, Ali, Iervolino, Raffaele, Tipaldi, Massimo, Neilson, Joshua

“… The resulting dynamic pricing problems can be regarded as sequential decision-making problems under uncertainty, which is solved by means of stochastic dynamic programming &#x0028 DP…”
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Approximate dynamic programming for the aeromedical evacuation dispatching problem: Value function approximation utilizing multiple level aggregation Autor Robbins, Matthew J., Jenkins, Phillip R., Bastian, Nathaniel D., Lunday, Brian J.

“…•We develop a scalable, approximate dynamic programming algorithm to attain high-quality dispatch policies…”
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