基于多输入多输出变可信度近似模型的稳健性设计优化方法研究

51805179
2018
E0506.机械设计学
周奇
青年科学基金项目
副教授
华中科技大学
24万元
多学科设计优化;稳健性设计优化;试验设计;变可信度近似模型
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 An adaptive space preselection method for the multi-fidelity global optimization 期刊论文 Wu Yuda;Lin Quan;Zhou Qi;Hu Jiexiang;Wang Shengyi;Peng Yutong
2 Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity 期刊论文 Lin Quan;Hu Jiexiang;Zhou Qi;Cheng Yuansheng;Hu Zhen;Couckuyt Ivo;Dhaene Tom
3 A parallel constrained lower confidence bounding approach for computationally expensive constrained optimization problems 期刊论文 Cheng Ji;Jiang Ping;Zhou Qi;Hu Jiexiang;Shu Leshi
4 A data-driven model for weld bead monitoring during the laser welding assisted by magnetic field 期刊论文 Cao Longchao;Zhang Lili;Wu Yuda
5 A sequential multi-fidelity surrogate model-assisted contour prediction method for engineering problems with expensive simulations 期刊论文 Liu Jun;Yi Jiaxiang;Zhou Qi;Cheng Yuansheng
6 A model validation framework based on parameter calibration under aleatory and epistemic uncertainty 期刊论文 Hu Jiexiang;Zhou Qi;McKeand Austin;Xie Tingli;Choi Seung-Kyum
7 A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive Problems 会议论文 Jiang Puyu;Zhou Qi;Liu Jun;Cheng Yuansheng
8 湖北省教育厅重大人才工程项目 奖励 周奇
9 A two-stage adaptive multi-fidelity surrogate model-assisted multi-objective genetic algorithm for computationally expensive problems 期刊论文 Zhou Qi;Wu Jinhong;Xue Tao;Jin Peng
10 A generalized hierarchical co-Kriging model for multi-fidelity data fusion 期刊论文 Qi Zhou;Yuda Wu;Zhendong Guo;Jiexiang Hu;Peng Jin
11 中国机械工程学会“第六届青年人才托举工程”项目 奖励 周奇
12 An ensemble weighted average conservative multi-fidelity surrogate modeling method for engineering optimization 期刊论文 Hu Jiexiang;Peng Yutong;Lin Quan;Liu Huaping;Zhou Qi
13 Optimization design of metamaterial vibration isolator with honeycomb structure based on multi-fidelity surrogate model 期刊论文 Qian Jiachang;Cheng Yuansheng;Zhang Anfu;Zhou Qi;Zhang Jinlan
14 A prediction approach of SLM based on the ensemble of metamodels considering material efficiency, energy consumption, and tensile strength 期刊论文 Li Jingchang;Cao Longchao;Hu Jiexiang;Sheng Minhua;Zhou Qi;Jin Peng
15 A multi-fidelity surrogate modeling method based on variance-weighted sum for the fusion of multiple non-hierarchical low-fidelity data 期刊论文 Cheng Meng;Jiang Ping;Hu Jiexiang;Shu Leshi;Zhou Qi
16 Computer-Aided Manufacturing and Design 专著 Qi Zhou;Seung-Kyum Choi;Recep M. Gorguluarslan
17 Efficient adaptive Kriging-based reliability analysis combining new learning function and error-based stopping criterion 期刊论文 Jiaxiang Yi;Qi Zhou;Yuansheng Cheng;Jun Liu
18 A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem 期刊论文 Qian Jiachang;Yi Jiaxiang;Cheng Yuansheng;Liu Jun;Zhou Qi
19 Mechanism investigation of the influence of the magnetic field on the molten pool behavior during laser welding of aluminum alloy 期刊论文 Cao Longchao;Zhou Qi;Liu Huaping;Li Jingchang;Wang Shengyi
20 学术新人奖 奖励 周奇
21 Gradient-Enhanced Multi-Output Gaussian Process Model for Simulation-Based Engineering Design 期刊论文 Quan Lin;Jiexiang Hu;Lili Zhang;Peng Jin;Yuansheng Cheng;Qi Zhou
22 An active-learning method based on multi-fidelity Kriging model for structural reliability analysis 期刊论文 Jiaxiang Yi;Fangliang Wu;Qi Zhou;Yuansheng Cheng;Hao Ling;Jun Liu
23 Editorial for the Special Issue: Computer-Aided Manufacturing and Design 期刊论文 Zhou Qi;Choi Seung-Kyum;Gorguluarslan Recep M.
24 Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems 期刊论文 Xiongfeng Ruan;Ping Jiang;Qi Zhou;Jiexiang Hu;Leshi Shu
25 Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images 期刊论文 XufengHuang;QiangLei;TingliXie;YahuiZhang;ZhenHu;QiZhou
26 Surrogate Model-Based Engineering Design and Optimization 专著 Ping Jiang;Qi Zhou;Xinyu Shao
27 Multi-objective process parameters optimization of SLM using the ensemble of metamodels 期刊论文 Li Jingchang;Hu Jiexiang;Cao Longchao;Wang Shengyi;Liu Huaping;Zhou Qi
28 Fault diagnosis of rotating machinery based on recurrent neural networks 期刊论文 Zhang Yahui;Zhou Taotao;Huang Xufeng;Cao Longchao;Zhou Qi
29 Optimization of surface roughness and dimensional accuracy in LPBF additive manufacturing 期刊论文 Cao Longchao;Li Jingchang;Hu Jiexiang;Liu Huaping;Wu Yuda;Zhou Qi
30 变可信度近似模型及其在复杂装备优化设计中的应用研究进展 期刊论文 周奇;杨扬;宋学官;韩忠华;程远胜;胡杰翔;舒乐时;蒋平
31 An active learning multi-fidelity metamodeling method based on the bootstrap estimator 期刊论文 Wu Yuda;Hu Jiexiang;Zhou Qi;Wang Shengyi;Jin Peng
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