Results 31 to 40 of about 133,335 (273)
한국해양공학회지, 2021 The paper deals with comparative study of various surrogate models based approximate optimization in the structural design of the passive type deck support frame under design load conditions.
Dong Jun Lee +2 more
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Data Driven Surrogate Based Optimization in the Problem Solving Environment WBCSim [PDF]
, 2009 Large scale, multidisciplinary, engineering designs are always difficult due to the complexity and dimensionality of these problems. Direct coupling between the analysis codes and the optimization routines can be prohibitively time consuming due to the ...
Deshpande, S. +4 more
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Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems
IEEE Access, 2019 The central task in modeling complex dynamical systems is parameter estimation. This task is an optimization task that involves numerous evaluations of a computationally expensive objective function.
Ziga Luksic +3 more
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Adaptive surrogate model-based optimization framework applied to battery pack design
Materials & Design, 2020 The efficiency represented by the computational costs for solving complex engineering optimization problems can be improved based on surrogate models. Adaptive sampling methods can effectively reduce the number of samples and enhance the accuracy of the ...
Huanwei Xu, Liangwen Liu, Miao Zhang
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DADOS: A Cloud-based Data-driven Design Optimization System
Chinese Journal of Mechanical Engineering, 2023 This paper presents a cloud-based data-driven design optimization system, named DADOS, to help engineers and researchers improve a design or product easily and efficiently.
Xueguan Song +4 more
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Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization [PDF]
, 2013 The use of surrogate based optimization (SBO) is widely spread in engineering design to reduce the number of computational expensive simulations. However, "real-world" problems often consist of multiple, conflicting objectives leading to a set of ...
Couckuyt, Ivo +2 more
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Energy and AIIn recent years, various types of surrogate optimization models have been proposed to reduce the computational time and to improve the emulation accuracy.
Yili Zhang +3 more
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Surrogate modeling based cognitive decision engine for optimization of WLAN performance [PDF]
, 2017 Due to the rapid growth of wireless networks and the dearth of the electromagnetic spectrum, more interference is imposed to the wireless terminals which constrains their performance. In order to mitigate such performance degradation, this paper proposes
Chemmangat, Krishnan +9 more
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Hangkong gongcheng jinzhanThe problem of "dimensionality disaster" of design variable is a key technical problem that restricts the application of current agent-based optimization algorithms.
SHAO Mengying +3 more
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Mathematics, 2023 In order to overcome the drawbacks of expensive function evaluation in the practical reliability-based design optimization (RBDO) problem, researchers have proposed the black box-based RBDO method.
Li Lu, Yizhong Wu, Qi Zhang, Ping Qiao
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