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  • Search: subject:"Data-Driven Optimization"
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Year of publication
Subject
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Theorie 46 Theory 46 Mathematical programming 36 Mathematische Optimierung 36 Data-driven optimization 35 data-driven optimization 33 Robust statistics 19 Robustes Verfahren 19 Artificial intelligence 12 Künstliche Intelligenz 12 Stochastic process 8 Stochastischer Prozess 8 Robust optimization 7 Algorithm 6 Algorithmus 6 Forecasting model 6 Gesundheitsversorgung 6 Health care 6 Inventory model 6 Lagerhaltungsmodell 6 Learning process 6 Lernprozess 6 Prognoseverfahren 6 Decision under uncertainty 5 Entscheidung unter Unsicherheit 5 Gesundheitswesen 5 Health care system 5 Portfolio selection 5 Portfolio-Management 5 distributionally robust optimization 5 machine learning 5 Big Data 4 Big data 4 Epidemic 4 Epidemie 4 Hospital 4 Krankenhaus 4 Scheduling problem 4 Scheduling-Verfahren 4 Allocation 3
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Online availability
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Undetermined 53 Free 16 CC license 3
Type of publication
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Article 66 Book / Working Paper 5
Type of publication (narrower categories)
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Article in journal 64 Aufsatz in Zeitschrift 64 Graue Literatur 3 Non-commercial literature 3 Arbeitspapier 2 Aufsatzsammlung 2 Hochschulschrift 2 Working Paper 2 Collection of articles of several authors 1 Collection of articles written by one author 1 Sammelwerk 1 Sammlung 1
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Language
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English 69 Undetermined 2
Author
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Minner, Stefan 5 Gupta, Vishal 4 Mandl, Christian 4 Bertsimas, Dimitris 3 Delage, Erick 2 Gavirneni, Srinagesh 2 Goerigk, Marc 2 Homem-de-Mello, Tito 2 Kallus, Nathan 2 Kleywegt, Anton 2 Kuhn, Daniel 2 Kurtz, Jannis 2 Lee, Soonhui 2 Lejeune, Miguel A. 2 Mohajerin Esfahani, Peyman 2 Pedroso, João Pedro 2 Rettinger, Moritz 2 Roy, Debjit 2 Rusmevichientong, Paat 2 Silva, Marco Aurelio Costa da 2 Sim, Melvyn 2 Thiele, Aurélie 2 Van Oyen, Mark P. 2 Viana, Ana 2 Xie, Jingui 2 Abdelghany, Ahmed 1 Abdelghany, Khaled 1 Aigner, Kevin-Martin 1 Akbari-Moghaddam, Maryam 1 Alcántara, Antonio 1 Arnold, Donald M. 1 Besbes, Omar 1 Bibak, Bijan 1 Biggs, Max 1 Boer, Arnoud V. den 1 Braun, Kristin 1 Bren, Austin 1 Busch, Nicolas 1 Butler, Andrew 1 Bärmann, Andreas 1
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Institution
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Universität Mannheim 1
Published in...
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European journal of operational research : EJOR 8 Management science : journal of the Institute for Operations Research and the Management Sciences 8 Operations research 6 Production and operations management : the flagship research journal of the Production and Operations Management Society 5 INFORMS journal on optimization 3 Omega : the international journal of management science 3 Computers & operations research : an international journal 2 Computers & operations research : and their applications to problems of world concern ; an international journal 2 EURO journal on transportation and logistics 2 Health care management science 2 INFORMS journal on computing : JOC 2 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 2 Manufacturing & service operations management : M & SOM 2 Transportation science 2 Computational Management Science : CMS 1 Computational Statistics 1 ERIM report series research in management 1 Economic modelling 1 Faculty research working paper series / John F. Kennedy School of Government, Harvard University 1 Group decision and negotiation 1 INFOR : information systems and operational research 1 International journal of production economics 1 Journal of air transport management : a new international journal of research, policy and practice 1 Mathematical Methods of Operations Research 1 Mathematical methods of operations research : ZOR 1 OR spectrum : quantitative approaches in management 1 Operations research letters 1 Operations research perspectives 1 Quantitative finance 1 Quantitative finance and economics 1 Springer Series in Supply Chain Management 1 Springer eBook Collection 1 Transportation research / E : an international journal 1 Transportation research : an international journal 1
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Source
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ECONIS (ZBW) 69 RePEc 2
Showing 1 - 10 of 71
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Data-driven prediction of relevant scenarios for robust combinatorial optimization
Goerigk, Marc; Kurtz, Jannis - In: Computers & operations research : an international journal 174 (2025), pp. 1-14
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015330169
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A survey of contextual optimization methods for decision-making under uncertainty
Sadana, Utsav; Chenreddy, Abhilash; Delage, Erick; … - In: European journal of operational research : EJOR 320 (2025) 2, pp. 271-289
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015085172
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Optimal day-ahead offering strategy for large producers based on market price response learning
Alcántara, Antonio; Ruiz, Carlos - In: European journal of operational research : EJOR 319 (2024) 3, pp. 891-907
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015085067
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Data-driven optimization for seismic-resilient power network planning
Oneto, Alfredo; Lorca, Álvaro; Ferrario, Elisa; … - In: Computers & operations research : an international journal 166 (2024), pp. 1-13
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014564989
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A data-driven approach for optimal operational and financial commodity hedging
Rettinger, Moritz; Mandl, Christian; Minner, Stefan - In: European journal of operational research : EJOR 316 (2024) 1, pp. 341-360
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014574028
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Prescribing net demand for two-stage electricity generation scheduling
Morales, Juan M.; Muñoz, M. A.; Pineda, Salvador - In: Operations research perspectives 10 (2023), pp. 1-10
We consider a two-stage generation scheduling problem comprising a forward dispatch and a real-time re-dispatch. The former must be conducted facing an uncertain net demand that includes non-dispatchable electricity consumption and renewable power generation. The latter copes with the plausible...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014448163
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Deep reinforcement learning for stochastic last-mile delivery with crowdshipping
Silva, Marco Aurelio Costa da; Pedroso, João Pedro; … - In: EURO journal on transportation and logistics 12 (2023), pp. 1-13
We study a setting in which a company not only has a fleet of capacitated vehicles and drivers available to make deliveries but may also use the services of occasional drivers (ODs) willing to make deliveries using their own vehicles in return for a small fee. Under such a business model, a.k.a...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014518071
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Statistical-machine-learning-based intelligent relaxation for set-covering location models to identify locations of charging stations for electric vehicles
Özşahin, Selcen Gülsüm Aslan; Erdebilli, Babek - In: EURO journal on transportation and logistics 12 (2023), pp. 1-10
Europe strengthens its policies on climate change, green transition, and sustainable energy by addressing the high greenhouse-gas emissions in the transportation sector. Europe aims to reduce such emissions and reach a state of carbon neutrality by 2030 and 2050, respectively. This is feasible...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014518072
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Constrained optimization of objective functions determined from random forests
Biggs, Max; Hariss, Rim; Perakis, Georgia - In: Production and operations management : the flagship … 32 (2023) 2, pp. 397-415
Persistent link: https://ebvufind01.dmz1.zbw.eu/10014266041
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Integration of machine learning and optimization models for a data-driven lot sizing problem with random yield
Bibak, Bijan; Karaesmen, Fikri - 2025
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015374150
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