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  • Search: subject:"Approximate dynamic programming"
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Year of publication
Subject
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Dynamic programming 197 Dynamische Optimierung 196 Mathematical programming 154 Mathematische Optimierung 154 Theorie 140 Theory 140 Approximate dynamic programming 117 approximate dynamic programming 99 Stochastic process 50 Stochastischer Prozess 50 Markov chain 48 Markov-Kette 48 Tourenplanung 35 Vehicle routing problem 35 Scheduling problem 27 Scheduling-Verfahren 27 Markov decision process 25 Markov decision processes 20 Revenue management 20 Decision 19 Entscheidung 19 Revenue-Management 19 Learning process 16 Lernprozess 16 Algorithm 15 Algorithmus 15 Hospital 14 Krankenhaus 14 Gesundheitsversorgung 12 Health care 12 Lagermanagement 12 Warehouse management 12 Learning 11 Simulation 11 Capacity planning 10 Kapazitätsplanung 10 Lernen 10 Patienten 10 Patients 10 Reinforcement learning 10
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Online availability
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Undetermined 181 Free 32 CC license 7
Type of publication
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Article 218 Book / Working Paper 13 Other 1
Type of publication (narrower categories)
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Article in journal 193 Aufsatz in Zeitschrift 193 Arbeitspapier 9 Graue Literatur 9 Non-commercial literature 9 Working Paper 9 Article 7 Aufsatz im Buch 1 Book section 1 Thesis 1
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Language
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English 212 Undetermined 19 French 1
Author
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Ulmer, Marlin Wolf 17 Mattfeld, Dirk C. 11 Powell, Warren B. 11 Thomas, Barrett W. 9 Lunday, Brian J. 7 Robbins, Matthew J. 7 Nadarajah, Selvaprabu 6 Gocgun, Yasin 5 Sauré, Antoine 5 Barz, Christiane 4 Gönsch, Jochen 4 Hinz, Juri 4 Puterman, Martin L. 4 Soeffker, Ninja 4 Song, Haiqing 4 Brinkmann, Jan 3 Cataldo, Alejandro 3 Chen, Victoria C. P. 3 Ciocan, Dragos Florin 3 Diamant, Adam 3 Goodson, Justin C. 3 Gurvich, Itai 3 Hewitt, Mike 3 Jenkins, Phillip R. 3 Jiang, Daniel R. 3 Khademi, Amin 3 Klapp, Mathias A. 3 Kunnumkal, Sumit 3 Mes, Martijn 3 Ohlmann, Jeffrey W. 3 Patrick, Jonathan 3 Secomandi, Nicola 3 Spinler, Stefan 3 Springborn, Michael R. 3 Zhang, Dan 3 Zhang, Jian 3 AitSahlia, Farid 2 Aouad, Ali 2 Banerjee, Siddhartha 2 Bouzaiene-Ayari, Belgacem 2
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Institution
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Barcelona Graduate School of Economics (Barcelona GSE) 1 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 1 Department of Economics and Business, Universitat Pompeu Fabra 1
Published in...
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European journal of operational research : EJOR 41 Operations research 17 Transportation science : a journal of the Institute for Operations Research and the Management Sciences 14 Computers & operations research : and their applications to problems of world concern ; an international journal 13 Management science : journal of the Institute for Operations Research and the Management Sciences 9 INFORMS journal on computing : JOC 8 International journal of production research 8 Transportation science 8 Manufacturing & service operations management : M & SOM 7 European Journal of Operational Research 6 Mathematics of operations research 6 Computers & operations research : an international journal 5 International journal of production economics 5 Transportation research / E : an international journal 5 Omega : the international journal of management science 4 Transportation research : an international journal 4 Working paper series 4 Computational Management Science 3 Health care management science 3 OR Spectrum 3 Operations research letters 3 Production and operations management : the flagship research journal of the Production and Operations Management Society 3 Central European journal of operations research 2 Faculty & research / Insead : working paper series 2 Health care management science : a new journal serving the international health care management community 2 Les cahiers du GERAD 2 Management Science 2 4OR : quarterly journal of the Belgian, French and Italian Operations Research Societies 1 Business & information systems engineering : BISE ; the international journal of Wirtschaftsinformatik 1 Business Research 1 Business research 1 CIRANO Working Papers 1 Computational Management Science : CMS 1 Decision sciences : DS 1 EURO journal on transportation and logistics 1 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 1 Economics Working Papers / Department of Economics and Business, Universitat Pompeu Fabra 1 Health Care Management Science 1 INFOR : information systems and operational research 1 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 1
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Source
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ECONIS (ZBW) 203 RePEc 20 EconStor 7 BASE 2
Showing 211 - 220 of 232
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Stabilization of stochastic iterative methods for singular and nearly singular linear systems
Wang, Mengdi; Bertsekas, Dimitri P. - In: Mathematics of operations research 39 (2014) 1, pp. 1-30
Persistent link: https://www.econbiz.de/10010345230
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Dynamic scheduling with due dates and time windows: an application to chemotherapy patient appointment booking
Gocgun, Yasin; Puterman, Martin - In: Health Care Management Science 17 (2014) 1, pp. 60-76
intractable to exact methods, we employ linear-programming-based Approximate Dynamic Programming (ADP) to obtain approximate …
Persistent link: https://www.econbiz.de/10010865031
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Risk aversion and adaptive management: Insights from a multi-armed bandit model of invasive species risk
Springborn, Michael R. - In: Journal of Environmental Economics and Management 68 (2014) 2, pp. 226-242
This article explores adaptive management (AM) for decision-making under environmental uncertainty. In the context of targeting invasive species inspections of agricultural imports, I find that risk aversion increases the relative value of AM and can increase the rate of exploratory action....
Persistent link: https://www.econbiz.de/10010939575
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An arc-exchange decomposition method for multistage dynamic networks with random arc capacities
Song, Haiqing; Cheung, Raymond K.; Wang, Haiyan - In: European Journal of Operational Research 233 (2014) 3, pp. 474-487
Multistage dynamic networks with random arc capacities (MDNRAC) have been successfully used for modeling various resource allocation problems in the transportation area. However, solving these problems is generally computationally intensive, and there is still a need to develop more efficient...
Persistent link: https://www.econbiz.de/10010719578
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The dynamic fleet management problem with uncertain demand and customer chosen service level
Shi, Ning; Song, Haiqing; Powell, Warren B. - In: International Journal of Production Economics 148 (2014) C, pp. 110-121
In this paper, we study a dynamic fleet management problem with uncertain demands and customer chosen service levels. We first show that the problem can be transformed into a dynamic network with partially dependent random arc capacities, and then develop a structural decomposition approach...
Persistent link: https://www.econbiz.de/10010729599
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Online routing and battery reservations for electric vehicles with swappable batteries
Adler, Jonathan D.; Mirchandani, Pitu B. - In: Transportation Research Part B: Methodological 70 (2014) C, pp. 285-302
system is modeled as a Markov chance-decision process and the optimal policy is approximated using the approximate dynamic … programming technique of temporal differencing with linear models. The solution algorithm provides a quick way for vehicles to be …
Persistent link: https://www.econbiz.de/10011077952
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Approximate linear programming for average cost MDPs
Veatch, Michael H. - In: Mathematics of operations research 38 (2013) 3, pp. 535-544
Persistent link: https://www.econbiz.de/10009787366
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An approximate dynamic programming framework for modeling global climate policy under decision-dependent uncertainty
Webster, Mort; Santen, Nidhi; Parpas, Panos - In: Computational Management Science 9 (2012) 3, pp. 339-362
formulation of the Dynamic Integrated Model of Climate and the Economy (DICE), and the application of approximate dynamic … programming techniques to numerically solve for the optimal policy under uncertain and decision-dependent technological change in …
Persistent link: https://www.econbiz.de/10010846141
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Developing green fleet management strategies: Repair/retrofit/replacement decisions under environmental regulation
Stasko, Timon H.; Oliver Gao, H. - In: Transportation Research Part A: Policy and Practice 46 (2012) 8, pp. 1216-1226
quickly for large problems. This paper presents an approximate dynamic programming approach for making vehicle purchase …
Persistent link: https://www.econbiz.de/10010599292
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Solving the dynamic ambulance relocation and dispatching problem using approximate dynamic programming
Schmid, Verena - In: European Journal of Operational Research 219 (2012) 3, pp. 611-621
underlying optimization problem using approximate dynamic programming (ADP), an emerging and powerful tool for solving stochastic …
Persistent link: https://www.econbiz.de/10010577551
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