Výsledky vyhľadávania - "Surrogate-based optimization algorithms"

Effectiveness of Surrogate-Based Optimization Algorithms for System Architecture Optimization

Autori: Bussemaker, Jasper Bartoli, Nathalie Lefebvre, Thierry a ďalší

Zdroj: AIAA AVIATION 2021 FORUM

Predmety: system architecting, surrogate-based optimization, 0202 electrical engineering, electronic engineering, information engineering, rbf, kriging, mdo, 02 engineering and technology, optimization

Prístupová URL adresa: https://elib.dlr.de/143456/

Continuous Surrogate-Based Optimization Algorithms Are Well-Suited for Expensive Discrete Problems

Autori: Rickard Karlsson Laurens Bliek Sicco Verwer a ďalší

Prispievatelia: Rickard Karlsson Laurens Bliek Sicco Verwer a ďalší

Zdroj: Communications in Computer and Information Science ISBN: 9783030766399

Predmety: FOS: Computer and information sciences, Expensive combinatorial optimization, Computer Science - Machine Learning, Surrogate models, Optimization and Control (math.OC), Black-box optimization, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Mathematics - Optimization and Control, Bayesian optimization, Machine Learning (cs.LG)

Prístupová URL adresa: https://repository.tudelft.nl/islandora/object/uuid%3A429e21de-912c-412a-9e76-a65b2205bad9/datastream/OBJ/download
http://arxiv.org/abs/2011.03431
https://rd.springer.com/chapter/10.1007/978-3-030-76640-5_4
https://research.tudelft.nl/en/publications/continuous-surrogate-based-optimization-algorithms-are-well-suite
https://dblp.uni-trier.de/db/journals/corr/corr2011.html#abs-2011-03431
https://repository.tudelft.nl/islandora/object/uuid%3A429e21de-912c-412a-9e76-a65b2205bad9
https://link.springer.com/chapter/10.1007/978-3-030-76640-5_4
https://arxiv.org/abs/2011.03431
https://arxiv.org/pdf/2011.03431.pdf
https://ui.adsabs.harvard.edu/abs/2020arXiv201103431K/abstract
http://resolver.tudelft.nl/uuid:429e21de-912c-412a-9e76-a65b2205bad9

Continuous Surrogate-Based Optimization Algorithms Are Well-Suited for Expensive Discrete Problems

Autori: Karlsson, R.K.A. (author) Bliek, L. (author) Verwer, S.E. (author) a ďalší

Témy: Bayesian optimization, Black-box optimization, Expensive combinatorial optimization, Surrogate models, conference paper

URL: http://resolver.tudelft.nl/uuid:429e21de-912c-412a-9e76-a65b2205bad9
http://www.scopus.com/inward/record.url?scp=85111283688&partnerID=8YFLogxK
http://www.scopus.com/inward/record.url?scp=85111283688&partnerID=8YFLogxK
Artificial Intelligence and Machine Learning - 32nd Benelux Conference, BNAIC/Benelearn 2020, Revised Selected Papers--9783030766399
32nd Benelux Conference on Artificial Intelligence and Belgian-Dutch Conference on Machine Learning, BNAIC/Benelearn 2020--819caf19-8222-40c1-a7bb-98473c82b7f0

Optimization of Costly Technical Applications with Surrogate-Based Optimization Algorithms

Autori: Bernd Luderer Martin Stöcker Technische Universität Chemnitz Chemnitz a ďalší

Prispievatelia: Bernd Luderer Martin Stöcker Technische Universität Chemnitz Chemnitz a ďalší

Zdroj: http://www.dynardo.de/fileadmin/Material_Dynardo/bibliothek/WOST_5.0/WOST_5_Paper_Stoecker.pdf.

Predmety: surrogate-based optimization, kriging, nonlinear multiobjective optimization, black-box

Popis súboru: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.411.3108; http://www.dynardo.de/fileadmin/Material_Dynardo/bibliothek/WOST_5.0/WOST_5_Paper_Stoecker.pdf

Dostupnosť: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.411.3108
http://www.dynardo.de/fileadmin/Material_Dynardo/bibliothek/WOST_5.0/WOST_5_Paper_Stoecker.pdf

A surrogate-based cooperative optimization framework for computationally expensive black-box problems.

Autori: García-García, José Carlos García-Ródenas, Ricardo Codina, Esteve

Zdroj: Optimization & Engineering; Sep2020, Vol. 21 Issue 3, p1053-1093, 41p

A surrogate-based cooperative optimization framework for computationally expensive black-box problems

Autori: Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa Universitat Politècnica de Catalunya. IMP - Information Modeling and Processing García García, José Carlos a ďalší

Témy: Àrees temàtiques de la UPC::Matemàtiques i estadística, Cooperative optimization, Parallel surrogate-based optimization, Black-box function, Expected improvement, Radial basis functions, Classificació AMS::68 Computer science::68W Algorithms, Article

URL: http://hdl.handle.net/2117/345025
https://link.springer.com/article/10.1007%2Fs11081-020-09526-7
https://link.springer.com/article/10.1007%2Fs11081-020-09526-7

A Heteroscedastic Robust Bayesian Optimization Method for Solving Simulation-Based Transportation Problems.

Autori: Huo, Jinbiao Gu, Ziyuan Liu, Zhiyuan a ďalší

Zdroj: Transportation Science; Nov/Dec2025, Vol. 59 Issue 6, p1353-1374, 22p

Predmety: HETEROSCEDASTICITY, ROBUST optimization, STOCHASTIC processes, STOCHASTIC programming, RESOURCE allocation, GAUSSIAN processes, TRANSPORTATION industry

Applications of Optimization Methods in Automotive and Agricultural Engineering: A Review.

Autori: Zhao, Wenjing Duan, Libin Ma, Baolin a ďalší

Zdroj: Mathematics (2227-7390); Sep2025, Vol. 13 Issue 18, p3018, 37p

Predmety: AUTOMOTIVE engineering, AGRICULTURAL engineering, SYSTEMS engineering, HEURISTIC algorithms, MATHEMATICAL optimization, SURROGATE-based optimization, STRUCTURAL optimization, RESOURCE allocation

Power System Decision Making in the Age of Deep Learning: A Comprehensive Review.

Autori: Lim, Yeji Son, Minjae Park, Kyungnam a ďalší

Zdroj: Energies (19961073); Sep2025, Vol. 18 Issue 18, p4867, 49p

Predmety: ELECTRIC power systems, DEEP learning, ARTIFICIAL neural networks, DECISION making, RENEWABLE energy sources, COMPUTATIONAL complexity, FORECASTING, MATHEMATICAL optimization

Multi-Objective Optimization Design for Column Structures of the Semi-Submersible Drilling Platform Using a Hybrid Criteria-Based Parallel EGO Algorithm.

Autori: Wang, Bo Wang, Yangwei Mou, Jianhui a ďalší

Zdroj: Journal of Marine Science & Engineering; Sep2025, Vol. 13 Issue 9, p1729, 27p

Predmety: MULTI-objective optimization, DRILLING platforms, GAUSSIAN processes, COLUMNS, MATHEMATICAL optimization, MATHEMATICAL programming, GENETIC algorithms

System architecture optimization strategies: dealing with expensive hierarchical problems.

Autori: Bussemaker, Jasper H. Saves, Paul Bartoli, Nathalie a ďalší

Zdroj: Journal of Global Optimization; Apr2025, Vol. 91 Issue 4, p851-895, 45p

Predmety: OPTIMIZATION algorithms, COMPUTATIONAL mathematics, ARTIFICIAL intelligence, JET engines, CHOICE (Psychology), EVOLUTIONARY algorithms

Optimization with Time and Frequency Constraints Using Automatic Differentiation: Application to an Aircraft Electrical Power Channel.

Autori: Agobert, Lucas Gerbaud, Laurent Delinchant, Benoit

Zdroj: Applied Sciences (2076-3417); Apr2025, Vol. 15 Issue 7, p3624, 26p

Predmety: ELECTRIC power, AUTOMATIC differentiation, ORDINARY differential equations, POWER electronics, DYNAMICAL systems

Gaussian Process-Based Random Search for Continuous Optimization via Simulation.

Autori: Wang, Xiuxian Hong, L. Jeff Jiang, Zhibin a ďalší

Zdroj: Operations Research; Jan/Feb2025, Vol. 73 Issue 1, p385-407, 23p

Predmety: SEARCH algorithms, KRIGING, GAUSSIAN processes, ALGORITHMS, NOISE

An Efficient Kriging-Based Constrained Optimization Algorithm by Global and Local Sampling in Feasible Region.

Autori: Tianzeng Tao Guozhong Zhao Shanhong Ren

Zdroj: Journal of Mechanical Design. May2020, Vol. 142 Issue 5, p1-15. 15p.

Predmety: *CONSTRAINED optimization, *KRIGING, *MATHEMATICAL optimization, *GLOBAL optimization, *SURROGATE-based optimization, *BENCHMARK problems (Computer science)

Surrogate-based optimization applied to parabolic trough collectors with variable geometry.

Autori: Pelissari, Felipe Filho, José C. Costa Ferreira, Wallace G. a ďalší

Zdroj: Journal of Thermal Analysis & Calorimetry; Dec2024, Vol. 149 Issue 24, p14791-14818, 28p

Predmety: PARABOLIC troughs, SURROGATE-based optimization, HEAT transfer coefficient, HEAT convection, THERMAL efficiency

Solving higher dimensional expensive black box global optimization problems using sparse directional search on surrogates.

Autori: Liu, Limeng Yang, Muming Shoemaker, Christine A. a ďalší

Zdroj: Mathematical Programming Computation; Dec2024, Vol. 16 Issue 4, p665-693, 29p

Time-varying hyperparameter strategies for radial basis function surrogate-based global optimization algorithm

Autori: Xiao Liu Christine A. Shoemaker Peng Jiang

Zdroj: 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). :984-988

Predmety: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Prístupová URL adresa: http://xplorestaging.ieee.org/ielx7/8279571/8289834/08290039.pdf?arnumber=8290039
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=8290039

Optimization of MOSFET Copper Clip to Enhance Thermal Management Using Kriging Surrogate Model and Genetic Algorithm.

Autori: Cheon, Yubin Jung, Jaehyun Ki, Daeyeon a ďalší

Zdroj: Mathematics (2227-7390); Sep2024, Vol. 12 Issue 18, p2949, 20p

Predmety: LATIN hypercube sampling, FIELD-effect transistors, ALUMINUM wire, COPPER, FINITE element method, METAL oxide semiconductor field-effect transistors

Surrogate-Assisted Differential Evolution for the Design of Multimode Resonator Topology.

Autori: Stanovov, Vladimir Khodenkov, Sergey Gorbunov, Sergey a ďalší

Zdroj: Sensors (14248220); Aug2024, Vol. 24 Issue 15, p5057, 21p

Predmety: MICROSTRIP resonators, BANDPASS filters, MICROWAVE devices, MICROWAVE filters, GAUSSIAN processes

Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization.

Autori: Luo, Hengrui Cho, Younghyun Demmel, James W. a ďalší

Zdroj: Journal of Computational & Graphical Statistics; Jul-Sep2024, Vol. 33 Issue 3, p855-868, 14p

Predmety: GAUSSIAN processes, DYNAMIC models, ELECTRONIC information resource searching, INTEGERS