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  • Search: subject:"Surrogate Model"
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Year of publication
Subject
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Surrogate model 19 Theorie 12 Theory 12 surrogate model 7 Evolutionary algorithm 5 Evolutionärer Algorithmus 5 Mathematical programming 5 Mathematische Optimierung 5 Simulation 5 Global optimization 4 Scheduling problem 4 Scheduling-Verfahren 4 Learning process 3 Lernprozess 3 Neural networks 3 Neuronale Netze 3 Response surface 3 Agent-based modeling 2 Agentenbasierte Modellierung 2 Anisotropic sky 2 Artificial neural network 2 CIE Standard Skies 2 Computationally expensive 2 Derivative-free 2 Forecasting model 2 Genetic programming 2 Inclined sky component 2 Kriging 2 Modellierung 2 Prognoseverfahren 2 Radial basis function 2 Scientific modelling 2 Sky diffuse 2 Stochastic process 2 Stochastischer Prozess 2 agent-based model 2 deep learning 2 farm modelling 2 neural networks 2 upscaling 2
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Online availability
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Undetermined 22 Free 8 CC license 2
Type of publication
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Article 31
Type of publication (narrower categories)
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Article in journal 15 Aufsatz in Zeitschrift 15 Article 5
Language
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English 21 Undetermined 10
Author
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Shoemaker, Christine 3 Appel, Franziska 2 Bai, Sijun 2 Chen, Wenqiang 2 Heckelei, Thomas 2 Li, Danny H. W. 2 Li, Lubo 2 Lou, Siwei 2 Lun, Isaac Y. F. 2 Müller, Juliane 2 Schäfer, David 2 Shang, Linmei 2 Storm, Hugo 2 Wang, Jifeng 2 Xia, Dawei 2 Yang, Yanping 2 Zhang, Haohua 2 Balesdent, Mathieu 1 Bambach, Markus 1 Berger, Uta 1 Besong, Lemopi Isidore 1 Binding, Adrian 1 Bouzouia, B. 1 Buhl, Johannes 1 Chen, Ya 1 Chua, Ping Chong 1 Coulomb, J.-L. 1 Cóstola, D. 1 Datta, Bithin 1 Delinchant, B. 1 Demeulemeester, Erik 1 Deng, Congying 1 Dias, Joana 1 Dihlmann, Markus 1 Fan, Qi 1 Ferreira, Brígida 1 Feuerriegel, Stefan 1 Fiedler, Sebastian 1 Gaham, M. 1 Gall, Juergen 1
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Published in...
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Journal of Global Optimization 4 International journal of production research 3 Journal of Intelligent Manufacturing 3 Central European journal of operations research : CEJOR ; official journal of the Austrian, Croatian, Czech, Hungarian, Slovakian and Slovenian OR Societies 1 Computational Optimization and Applications 1 Computational Statistics & Data Analysis 1 Computers & operations research : an international journal 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Energy Policy 1 Energy Reports 1 Energy reports 1 European journal of operational research : EJOR 1 INFORMS journal on computing : JOC 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 International Journal of Software Innovation (IJSI) 1 International journal of production economics 1 Journal of Agricultural Economics 1 Journal of agricultural economics : JAE 1 Mathematics and Computers in Simulation (MATCOM) 1 Natural Hazards 1 Risks : open access journal 1 Transportation research / E : an international journal 1 Water Resources Management 1
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Source
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ECONIS (ZBW) 15 RePEc 10 EconStor 5 Other ZBW resources 1
Showing 1 - 10 of 31
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A hybrid data-driven optimization and decision-making approach for a digital twin environment : Towards customizing production platforms
Lee, Jongsuk; Chua, Ping Chong; Liu, Bufan; Moon, Seung Ki - In: International journal of production economics 279 (2025), pp. 1-19
Persistent link: https://www.econbiz.de/10015371824
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On risk management of mortality and longevity capital requirement : a predictive simulation approach
Yang, Shuai; Zhou, Kenneth Q. - In: Risks : open access journal 11 (2023) 12, pp. 1-18
In the insurance industry, life insurers are required by regulators to meet capital requirements to avoid insolvency caused by, for example, sudden mortality changes due to the COVID-19 pandemic. To prevent any large movements in this required capital, insurance companies are motivated to...
Persistent link: https://www.econbiz.de/10014446489
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Surrogate-assisted cooperative learning genetic programming for the resource-constrained project scheduling problem with stochastic activity durations and transfer times
Zhang, Haohua; Demeulemeester, Erik; Li, Lubo; Bai, Sijun - In: Computers & operations research : an international journal 173 (2025), pp. 1-16
Persistent link: https://www.econbiz.de/10015100952
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A physically-informed machine learning model for freeform bending
Lechner, Philipp; Scandola, Lorenzo; Maier, Daniel; … - In: Journal of Intelligent Manufacturing 36 (2024) 6, pp. 4351-4363
This work aims at a fast computational process model of the free-form bending process. It proposes a novel physically-informed machine learning model, which is trained with experimental data of bending constant radii and utilizes additional physical bending knowledge by integrating...
Persistent link: https://www.econbiz.de/10015439314
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Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming
Li, Lubo; Zhang, Haohua; Bai, Sijun - In: International journal of production research 63 (2025) 6, pp. 2010-2037
Persistent link: https://www.econbiz.de/10015422063
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Online force prediction by neural networks in single point incremental hole flanging operations
Besong, Lemopi Isidore; Buhl, Johannes; Bambach, Markus - In: Journal of Intelligent Manufacturing 37 (2024) 1, pp. 31-43
Incremental hole flanging by industrial robots requires an accurate estimation of process forces to ensure the safe use of robots and develop tool path strategies that enable defect-free forming. Existing analytical models for force prediction in single-point incremental forming (SPIF) usually...
Persistent link: https://www.econbiz.de/10015605237
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Surrogate modelling of a detailed farm-level model using deep learning
Shang, Linmei; Wang, Jifeng; Schäfer, David; Heckelei, … - In: Journal of agricultural economics : JAE 75 (2024) 1, pp. 235-260
Persistent link: https://www.econbiz.de/10014536582
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Surrogate modelling of a detailed farm‐level model using deep learning
Shang, Linmei; Wang, Jifeng; Schäfer, David; Heckelei, … - In: Journal of Agricultural Economics 75 (2024) 1, pp. 235-260
Technological change co‐determines agri‐environmental performance and farm structural transformation. Meaningful impact assessment of related policies can be derived from farm‐level models that are rich in technology details and environmental indicators, integrated with agent‐based...
Persistent link: https://www.econbiz.de/10014469431
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Machine-learning based process monitoring for automated composites manufacturing
Mujtaba, Ahmed; Islam, Faisal; Kaeding, Patrick; … - In: Journal of Intelligent Manufacturing 36 (2023) 2, pp. 1095-1110
predictive maintenance of the AFP process. The digital tool constitutes a machine learning-based surrogate model based on results … Artificial Neural Network (ANN)-based models are compared to conclude that ANN based surrogate model performs best by predicting …
Persistent link: https://www.econbiz.de/10015408311
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Improved milling stability analysis for chatter-free machining parameters planning using a multi-fidelity surrogate model and transfer learning with limited experimental data
Deng, Congying; Tang, Jielin; Lu, Sheng; Ma, Ying; Lin, … - In: International journal of production research 62 (2024) 4, pp. 1126-1143
Persistent link: https://www.econbiz.de/10014458502
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