Search Results - Surrogate-based optimization algorithms

Surrogate‐based optimization of a periodic rescheduling algorithm by Ikonen, Teemu J., Heljanko, Keijo, Harjunkoski, Iiro

“… We propose the continuous control parameter choices, such as the re‐optimization frequency and horizon length, to be determined using surrogate‐based optimization…”
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Benchmarking surrogate-based optimisation algorithms on expensive black-box functions by Bliek, Laurens, Guijt, Arthur, Karlsson, Rickard, Verwer, Sicco, de Weerdt, Mathijs

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Multiobjective ensemble surrogate-based optimization algorithm for groundwater optimization designs by Wu, Mengtian, Wang, Lingling, Xu, Jin, Wang, Zhe, Hu, Pengjie, Tang, Hongwu

“…•A novel surrogate-based algorithm is proposed for groundwater multiobjective designs…”
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Kriging Surrogate-Based Genetic Algorithm Optimization for Blade Design of a Horizontal Axis Wind Turbine by Pholdee, Nantiwat, Bureerat, Sujin, Nuantong, Weerapon

“… Horizontal axis wind turbine blades need to be designed for optimization in order to maximize efficiency and simultaneously minimize the cost of energy…”
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A constrained multi-objective surrogate-based optimization algorithm by 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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A surrogate-based optimization algorithm for network design problems by Li, Meng, Lin, Xi, Chen, Xi-qun

“…) more complicated and difficult to solve. We adopt a surrogate-based optimization (SBO) framework to solve three featured categories of NDPs…”
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Multifeature-Assisted Neuro-transfer Function Surrogate-Based EM Optimization Exploiting Trust-Region Algorithms for Microwave Filter Design by 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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High-Fidelity Surrogate Based Multi-Objective Optimization Algorithm by Younis, Adel, Dong, Zuomin

“…The employment of conventional optimization procedures that must be repeatedly invoked during the optimization process in real-world engineering applications is hindered despite significant gains…”
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Kriging Surrogate-Based Genetic Algorithm Optimization for Blade Design of a Horizontal AxisWind Turbine by Pholdee, Nantiwat, SujinBureerat, Nuantong, Weerapon

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BIOS: an object-oriented framework for Surrogate-Based Optimization using bio-inspired algorithms by Barroso, Elias Saraiva, Ribeiro, Leonardo Gonçalves, Maia, Marina Alves, da Rocha, Iuri Barcelos Carneiro Montenegro, Parente, Evandro, de Melo, Antônio Macário Cartaxo

“…, aimed at heuristic optimization with a focus on Surrogate-Based Optimization (SBO) and structural problems…”
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Adaptive surrogate-based harmony search algorithm for design optimization of variable stiffness composite materials by Pan, Zhouzhou, Zhang, Lu-Wen, Liew, K.M.

“… To accelerate the design and optimization of VSC structures, in this study, we propose an effective and efficient adaptive surrogate-based harmony search algorithm (ASBHSA…”
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A surrogate-based particle swarm optimization algorithm for solving optimization problems with expensive black box functions by Tang, Yuanfu, Chen, Jianqiao, Wei, Junhong

“… In this article, a surrogate-based particle swarm optimization algorithm is proposed for solving optimization problems with expensive black box functions…”
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Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage by 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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Time-varying hyperparameter strategies for radial basis function surrogate-based global optimization algorithm by 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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Surrogate‐based multi‐objective design optimization of a coronary stent: Altering geometry toward improved biomechanical performance by Ribeiro, Nelson S., Folgado, João, Rodrigues, Hélder C.

“…‐objective optimization problem was solved with the aid of surrogate‐based algorithms; for comparison and validation purposes, four surrogate‐based multi…”
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An Ensemble Surrogate-Based Coevolutionary Algorithm for Solving Large-Scale Expensive Optimization Problems by Wu, Xunfeng, Lin, Qiuzhen, Li, Jianqiang, Tan, Kay Chen, Leung, Victor C. M.

“…Surrogate-assisted evolutionary algorithms (SAEAs) have shown promising performance for solving expensive optimization problems (EOPs…”
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Surrogate-based branch-and-bound algorithms for simulation-based black-box optimization by Zhai, Jianyuan, Boukouvala, Fani

“…Black-box surrogate-based optimization has received increasing attention due to the growing interest in solving optimization problems with embedded simulation data…”
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A Surrogate-Based Two-Level Genetic Algorithm Optimization Through Wavelet Transform by Pereira, Fabio Henrique, Grassi, Flavio, Nabeta, Silvio Ikuyo

“…Despite the surrogate-based two-level algorithms that have been proposed for accelerating the optimization procedures, it may be still expensive for large problems…”
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A surrogate-based cooperative optimization framework for computationally expensive black-box problems by García-García, José Carlos, García-Ródenas, Ricardo, Codina, Esteve

“…Most parallel surrogate-based optimization algorithms focus only on the mechanisms for generating multiple updating points in each cycle, and rather less attention has been paid to producing…”
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Surrogate-based aerodynamic shape optimization of a sliding shear variable sweep wing over a wide Mach-number range with plasma constraint relaxation by Liu, Bei, Liang, Hua, Han, Zhong-Hua, Yang, Guang

“…) is proposed and some information about the elastomeric skin scheme is given. Second, an efficient global optimization framework based on surrogate-based optimization…”
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