Výsledky vyhledávání - surrogate-based solution algorithm*

Accounting for population exposure to vehicle-generated pollutants and environmental equity in the toll design problem Autor Rodriguez Roman, Daniel, Ritchie, Stephen G.

“…The emissions generated by motor vehicles remain a major source of air pollutants that affect public health and contribute to anthropogenic climate change…”
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An autonomous vehicle exclusive lane design problem under the mixed autonomy traffic environment: Model formulation and large-scale algorithm design Autor Wang, Ting, Li, Yao, Jia, Bin, Long, Jiancheng

“…•Develop a heuristic nested algorithm to solve the VI-based model in large-scale scenarios…”
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Efficient global optimization algorithm assisted by multiple surrogate techniques Autor Viana, Felipe A. C., Haftka, Raphael T., Watson, Layne T.

“…Surrogate-based optimization proceeds in cycles. Each cycle consists of analyzing a number of designs, fitting a surrogate, performing optimization based on the surrogate, and finally analyzing a candidate solution…”
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Surrogate-based integrated design of component layout and structural topology for multi-component structures Autor Bao, Jianwen, Liu, Pai, Zhong, Jiehua, Xu, Yuannan, Luo, Yangjun

“… This study proposes a surrogate-based optimization strategy for the integrated design of component layout and structural topology…”
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Using surrogate models for efficient optimization of simulated moving bed chromatography Autor Li, Suzhou, Feng, Lihong, Benner, Peter, Seidel-Morgenstern, Andreas

“…•A new approach of using computationally cheap surrogate models for optimization of SMB chromatography is presented.•Two different types of surrogate models…”
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Surrogate-based multi-objective optimization of a composite laminate with curvilinear fibers Autor Arian Nik, Mahdi, Fayazbakhsh, Kazem, Pasini, Damiano, Lessard, Larry

“… The problem, which falls in the area of multi-objective optimization, is formulated and solved through a surrogate-based optimization algorithm capable of finding the set of optimum Pareto solutions…”
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A surrogate-assisted evolutionary algorithm with solution sets classification based on inter-dimensional correlation and its applications Autor Zhang, Rui, Dong, Zehua, Sun, Chaoli, Zhang, Yanjun, Bai, Xiaolu

“…, and expedite the efficiency of fitting the objective function, the paper proposes an algorithm called a surrogate-assisted evolutionary algorithm (SAEA…”
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Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage Autor Favaro, Pietro, Gobert, Maxime, Toubeau, Jean-François

“… Because of its inherent approximations, MILP is a low-fidelity optimization model. In this paper, we propose a multi-fidelity approach that combines MILP with a Surrogate-Based Optimization Algorithm (SBOA…”
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Surrogate-based optimization for the design of area charging schemes under environmental constraints Autor Rodriguez-Roman, Daniel, Ritchie, Stephen G.

“…•Utility of models and heuristics illustrated using the Chicago Sketch Network. A surrogate-based solution heuristic is presented for single-objective cordon and area-based road pricing problems that consider environmental constraints…”
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Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems Autor Zhang, Yong, Ji, Xin-Fang, Gao, Xiao-Zhi, Gong, Dun-Wei, Sun, Xiao-Yan

“… solutions at a lower calculation cost. The algorithm designs first a new two-layer cooperative surrogate model framework based on heterogeneous database to effectively adjust the prediction accuracies of objective surrogates…”
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A constrained multi-objective surrogate-based optimization algorithm Autor Singh, Prashant, Couckuyt, Ivo, Ferranti, Francesco, Dhaene, Tom

“… Multi-objective surrogate-based constrained optimization algorithms have been proposed in literature, but handling constraints directly is a relatively new research area…”
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Sequential RBF Surrogate-based Efficient Optimization Method for Engineering Design Problems with Expensive Black-Box Functions Autor Peng, Lei, Liu, Li, Long, Teng, Guo, Xiaosong

“…As a promising technique, surrogate-based design and optimization（SBDO） has been widely used in modern engineering design optimizations…”
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A dynamic aggregation strategy enhanced efficient global optimization algorithm for solving high-dimensional turbomachinery design problems Autor Wang, Qineng, Guo, Zhendong, Chen, Yun, Ma, Guangjian, Song, Liming, Li, Jun

“… for efficient surrogate-based optimization search, and the optimal solutions of subspaces are combined…”
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Time-varying hyperparameter strategies for radial basis function surrogate-based global optimization algorithm Autor Jiang, P., Shoemaker, C. A., Liu, X.

“…) strategies to accelerate RBF surrogate-based optimization algorithms, which include a time-varying perturbation strategy and a time-varying weight pattern strategy…”
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Effects of Initialization Methods on the Performance of Surrogate-Based Multiobjective Evolutionary Algorithms Autor Zhang, Jinyuan, Ishibuchi, Hisao, He, Linjun, Nan, Yang

“…Initialization plays a crucial role in surrogate-based multiobjective evolutionary algorithms (MOEAs…”
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Design and Analysis of PM Machines for personal Mobility Applications Considering Safety Regulations Autor Jang, Gwan-Hui, Choi, Mingyu, Choi, Gilsu

“…This paper presents the design and development of a permanent magnet (PM) traction machine for electric kick scooters (e-scooters). The research work starts…”
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Vibration-based inverse algorithms for detection of delamination in composites Autor Zhang, Zhifang, Shankar, Krishna, Ray, Tapabrata, Morozov, Evgeny V., Tahtali, Murat

“…Delamination is a frequent and potentially serious damage that can occur in laminated polymer composites due to the poor inter-laminar fracture toughness of…”
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Efficient, parallelized global optimization of groundwater pumping in a regional aquifer with land subsidence constraints Autor Pang, Min, Du, Erhu, Shoemaker, Christine A., Zheng, Chunmiao

“…). This work is the first application of a parallelized surrogate-based global optimization algorithm to mitigate land subsidence issues by controlling the pumping schedule of multiple groundwater…”
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A new cross-section layout method and geometrical parameter optimization for floor beams of rack car body considering modal factors Autor Yin, Xiangyun, Chen, Ruiwen, Song, Yanxuan, Yin, Guofu

“…Reducing the weight of floor beams is a promising way to carry out the lightweight design of the rack car body. However, the reduction will generally amplify…”
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Multifeature-Assisted Neuro-transfer Function Surrogate-Based EM Optimization Exploiting Trust-Region Algorithms for Microwave Filter Design Autor Feng, Feng, Na, Weicong, Liu, Wenyuan, Yan, Shuxia, Zhu, Lin, Ma, Jianguo, Zhang, Qi-Jun

“…This article proposes a multifeature-assisted neuro-transfer function (neuro-TF) surrogate-based electromagnetic (EM…”
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