A+Operations ResearchUTD24FT50202270(6): 3457-3472Bayesian Optimization Allowing for Common Random NumbersMichael Pearce, Matthias Poloczek, Juergen Branke被引 20开放获取管理科学与运筹学金融风险与机器学习
A+Management ScienceUTD24FT50202572(9): 8215-8245On the Impossibility of Statistically Improving Empirical Optimization: A Second Order Stochastic Dominance PerspectiveHenry Lam被引 3开放获取管理科学与运筹学不确定性优化(随机/鲁棒/DRO/CVaR)
A+Management ScienceUTD24FT50201965(9): 4242-4260Near-Optimal Bayesian Ambiguity Sets for Distributionally Robust OptimizationVishal Gupta被引 52阅读 2高影响力 前 10%管理科学与运筹学不确定性优化(随机/鲁棒/DRO/CVaR)
EM-WoSComputers & Industrial Engineering2026220: 112297Bayesian-tuned metaheuristic optimization of joint preventive maintenance and spare parts policies under operational and supply uncertaintyDaniel Sanin-Villa, Adrián Felipe Martínez Pérez, Daniel Hincapié-Baena被引 0阅读 2开放获取安全、风险、可靠性与质量
EM-WoSTransportation Research Part E: Logistics and Transportation Review2027217: 105183Calibration of electric vehicle energy consumption models: A context-Integrated transfer bayesian optimization approachChengqi Liu, Xinyu Shi, Jinbiao Huo, Yuhao Zhang 等 8 人被引 0开放获取电气与电子工程
EM-WoSTransportation Research Part E: Logistics and Transportation Review2026216: 105256Simulation-based Bayesian optimization for large-scale dynamic lane allocationZhixiong Jin, Nikolas Geroliminis, Ludovic Leclercq被引 0阅读 1开放获取交通运输
A+Operations ResearchUTD24FT50201664(2): 542-559Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior BeliefsJing Xie, Peter I. Frazier, Stephen E. Chick被引 50阅读 2高影响力 前 10%管理科学与运筹学
EM-T1Reliability Engineering & System Safety2027277: 113259Long-term risk-informed ship design optimizationTomoki Takami, Masaru Kitahara, Atsuo Maki, Ulrik Dam Nielsen 等 5 人被引 0基金开放获取统计、概率与不确定性
A+Manufacturing & Service Operations ManagementUTD24FT50202225(2): 563-580Manage Inventories with Learning on Demands and Buy-up Substitution ProbabilityZhenwei Luo, Pengfei Guo, Yulan Wang被引 3阅读 2基金开放获取管理信息系统
EM-T1Natural Hazards Review202526(4)Machine Learning-Based Prediction of Optimal Building-Level Flood Mitigation Strategies in At-Risk CommunitiesHimadri Sen Gupta, Omar M. Nofal, Andrés D. González, Charles Nicholson 等 5 人被引 4阅读 1基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
A+Management ScienceUTD24FT50202269(4): 2088-2105When Is Assortment Optimization Optimal?Will Ma被引 20阅读 2高影响力 前 10%管理信息系统
EM-T1Reliability Engineering & System Safety2026275: 112773-112773Maintenance optimization for asset networks with unknown degradation parametersPeter Verleijsdonk, Collin Drent, Stella Kapodistria, Willem L. van Jaarsveld被引 0基金开放获取安全、风险、可靠性与质量
EM-WoSExpert Systems with Applications2027332: 133543Bayesian-Enhanced hierarchical reinforcement learning for robust multi-sweeper task schedulingYiwen Huang, Juncong Lan, Qinzhang Sun, Cong Qian 等 5 人被引 1阅读 1开放获取人工智能
EM-WoSComputers & Industrial Engineering2026222: 112343Multi-model integrated line detection robust to environmental variations using Bayesian optimizationJeong-Ho Kim, Min-Jae Kim, Chang-Ju Lee, Eun-Seong Ko 等 9 人被引 0开放获取工业与制造工程不确定性优化(随机/鲁棒/DRO/CVaR)
A+Operations ResearchUTD24FT50202068(6): 1850-1865Parallel Bayesian Global Optimization of Expensive FunctionsJialei Wang, Scott Clark, Eric Liu, Peter I. Frazier被引 85高影响力 前 10%管理科学与运筹学
A+Operations ResearchUTD24FT50201664(4): 999-1014Robust Control of Partially Observable Failing SystemsMichael Jong Kim被引 27高影响力 前 10%基金安全、风险、可靠性与质量
EM-WoSComputers & Industrial Engineering2027223: 112448A multi-objective human-in-the-loop Bayesian optimization framework for assembly accuracy optimizationQiangqiang Zhao, Shiwei Liu, Dewen Yu, Dingtang Zhao 等 7 人被引 0阅读 1基金计算理论与数学
EM-T1International Journal of Disaster Risk Reduction2026143: 106332Estimation of earthquake indirect economic losses in mainland China with Bayesian optimization-based elastic net regression algorithmXingyu Ma, Baitao Sun, Xiangzhao Chen, Guixin Zhang被引 0基金开放获取交通运输复合灾害与灾害链
A+Production and Operations ManagementUTD24FT50202232(1): 65-81Optimizing resource allocation in service systems via simulation: A Bayesian formulationWeiwei Chen, Siyang Gao, Wenjie Chen, Jianzhong Du被引 15阅读 1基金开放获取管理科学与运筹学
EM-T1Reliability Engineering & System Safety2022221: 108331-108331A safety investment optimization model for power grid enterprises based on System Dynamics and Bayesian network theoryJiansong Wu, Lin‐Lin Zhang, Yiping Bai, Genserik Reniers被引 44阅读 1高影响力 前 10%基金开放获取放射与超声技术