研究论文
A comparative study of acquisition functions for active learning kriging in reliability-based design optimization
Todd Thompson, Robert L. McMullen, Venkat Pavan Nemani, Zhen Yu Hu, Chao Kun Hu
Iowa State University John Deere (United States) John Deere (Germany) University of Michigan–Dearborn
来源Structural and Multidisciplinary Optimization
年份2025
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逐年被引趋势
740
725
26
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11
被引次数 · OpenAlex
5.74
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 3%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
49
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学术脉络
学科主题
计算机 / AIProbabilistic and Robust Engineering Design
Advanced Multi-Objective Optimization Algorithms · Structural Health Monitoring Techniques
参考文献 49
Adaptive Computation and Machine Learning
被引 1,433The MIT Press eBooks · 2012
A new learning function for Kriging and its applications to solve reliability problems in engineering
被引 401Z. Y. Lv, Zhenzhou Lü, Pan Wang · Computers & Mathematics with Applications · 2015
Efficient Global Optimization of Expensive Black-Box Functions
被引 8,110Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998
此处列出前 3 条
引用本文 11
Variational Bayesian inference-assisted approach for multi-objective reliability-based design optimization
被引 28Chunyan Ling, Lechang Yang, Minjie Wang · Applied Mathematical Modelling · 2026
Reliability-based design optimization of ball-end milling parameters using two-stage Kriging model and dandelion optimizer
被引 4Xu Wang, Xuewei Zhang, Xianzhen Huang · Advances in Engineering Software · 2026
Parallel constrained Bayesian optimization via batched Thompson sampling with enhanced active learning process for reliability-based design optimization
被引 4Thu Huynh Van, Sawekchai Tangaramvong, Wei Gao · Computer Methods in Applied Mechanics and Engineering · 2025
按被引量排序，此处列出前 3 条