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  • Search: subject:"Surrogate Models"
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Year of publication
Subject
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Surrogate models 8 Mathematical programming 6 Mathematische Optimierung 6 Theorie 6 Theory 6 surrogate models 6 Multiple objective programming 3 black-box optimization 3 Evolutionary algorithms 2 Gaussian Process modeling 2 Global optimization 2 Multi-criteria analysis 2 Multikriterielle Entscheidungsanalyse 2 Neural networks 2 Optimization 2 Parameter Estimation 2 Probable Pareto dominance 2 Proper Orthogonal Decomposition 2 Radial Basis Functions 2 SVD 2 Smart Data Analytics 2 Stochastic process 2 Stochastischer Prozess 2 Surrogate Models 2 Agent-based modeling 1 Algorithm 1 Algorithmus 1 Approximation theory 1 Artificial Intelligence 1 Artificial intelligence 1 Building energy performance simulation 1 Business process management 1 Capability-based acquisition 1 Choice of transport mode 1 Cogeneration systems 1 Computer experiment 1 Constructive simulation 1 Coronavirus 1 Data center 1 Decision support systems 1
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Online availability
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Undetermined 11 Free 5
Type of publication
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Article 12 Book / Working Paper 5
Type of publication (narrower categories)
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Article in journal 6 Aufsatz in Zeitschrift 6 Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Thesis 2
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Language
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English 10 Undetermined 7
Author
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Müller, Juliane 4 Filipič, Bogdan 2 Khowaja, Kainat 2 Mlakar, Miha 2 Petelin, Dejan 2 Biltgen, Patrick Thomas 1 Colaço, Marcelo J. 1 Cruz, Manuel E. 1 Day, Marcus 1 George, Pradeep 1 Geyer, Philipp 1 Härdle, Wolfgang 1 Härdle, Wolfgang Karl 1 Kaffine, Daniel 1 Ladenburger, Lucas 1 Miriyala, Srinivas Soumitri 1 Mitra, Kishalay 1 Munoz Zuniga, Miguel 1 Ogot, Madara 1 Peri, Alessandro 1 Piché, Robert 1 Pires, Thiago S. 1 Qian, Zhiguang 1 Rios, Luis 1 Sahinidis, Nikolaos 1 Schlüter, Arno 1 Shcherbatyy, Mykhaylo 1 Sinoquet, Delphine 1 Subramanian, Venkat R. 1 Tus̆ar, Tea 1 Tušar, Tea 1 Ščerbatij, Michajlo 1
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Published in...
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European journal of operational research : EJOR 2 INFOR : information systems and operational research 2 INFORMS journal on computing : JOC 2 Journal of Global Optimization 2 Applied Energy 1 Discussion papers in economics / Center for Economic Analysis, Department of Economics, University of Colorado at Boulder : Working paper 1 Energy 1 European Journal of Operational Research 1 IRTG 1792 Discussion Paper 1 IRTG 1792 discussion paper 1 Journal of Applied Statistics 1
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Source
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ECONIS (ZBW) 8 RePEc 6 BASE 2 EconStor 1
Showing 1 - 10 of 17
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Travel choices under pandemic federalism
Kaffine, Daniel; Ladenburger, Lucas; Peri, Alessandro - 2024
Persistent link: https://www.econbiz.de/10015211823
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Surrogate Models for Optimization of Dynamical Systems
Khowaja, Kainat; Shcherbatyy, Mykhaylo; Härdle, … - 2021
construct low dimensional surrogate models. These surrogate models reduce the computational time for solution of the complex … is shown surrogate models with latin hypercube sampling and spline radial basis functions dominate variable order methods … in computational time of optimization, while preserving the accuracy. These surrogate models also show robustness in …
Persistent link: https://www.econbiz.de/10012433273
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Surrogate models for optimization of dynamical systems
Khowaja, Kainat; Ščerbatij, Michajlo; Härdle, Wolfgang - 2021
construct low dimensional surrogate models. These surrogate models reduce the computational time for solution of the complex … is shown surrogate models with latin hypercube sampling and spline radial basis functions dominate variable order methods … in computational time of optimization, while preserving the accuracy. These surrogate models also show robustness in …
Persistent link: https://www.econbiz.de/10012493218
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An algorithmic framework for the optimization of computationally expensive bi-fidelity black-box problems
Müller, Juliane - In: INFOR : information systems and operational research 58 (2020) 2, pp. 264-289
Persistent link: https://www.econbiz.de/10012221406
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Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step
Munoz Zuniga, Miguel; Sinoquet, Delphine - In: INFOR : information systems and operational research 58 (2020) 2, pp. 310-341
Persistent link: https://www.econbiz.de/10012221409
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Surrogate optimization of computationally expensive black-box problems with hidden constraints
Müller, Juliane; Day, Marcus - In: INFORMS journal on computing : JOC 31 (2019) 4, pp. 689-702
Persistent link: https://www.econbiz.de/10012125734
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TRANSFORM-ANN for online optimization of complex industrial processes : casting process as case study
Miriyala, Srinivas Soumitri; Subramanian, Venkat R.; … - In: European journal of operational research : EJOR 264 (2018) 1, pp. 294-309
Persistent link: https://www.econbiz.de/10011801678
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SOCEMO : surrogate optimization of computationally expensive multiobjective problems
Müller, Juliane - In: INFORMS journal on computing : JOC 29 (2017) 4, pp. 581-596
Persistent link: https://www.econbiz.de/10011772396
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GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models
Mlakar, Miha; Petelin, Dejan; Tušar, Tea; Filipič, Bogdan - In: European Journal of Operational Research 243 (2015) 2, pp. 347-361
This paper proposes a novel surrogate-model-based multiobjective evolutionary algorithm called Differential Evolution for Multiobjective Optimization based on Gaussian Process models (GP-DEMO). The algorithm is based on the newly defined relations for comparing solutions under uncertainty. These...
Persistent link: https://www.econbiz.de/10011209354
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GP-DEMO : differential evolution for multiobjective optimization based on Gaussian process models
Mlakar, Miha; Petelin, Dejan; Tus̆ar, Tea; Filipič, Bogdan - In: European journal of operational research : EJOR 243 (2015) 2, pp. 347-361
Persistent link: https://www.econbiz.de/10010510121
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