数据驱动的医疗服务系统资源分配方法研究

71901003
2019
G0102.运筹与管理
彭一杰
青年科学基金项目
研究员
北京大学
20万元
优化方法;数据驱动;仿真优化;仿真建模;医疗服务
2020-01-01到2022-12-31
  • 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 Technical Note --- Central Limit Theorems for Estimated Functions at Estimated Points 期刊论文 Peter W. Glynn;Lin Fan;Michael C. Fu;Jian-Qiang Hu;Yijie Peng
2 A Stochastic Approximation Method for Simulation-based Quantile Optimization 期刊论文 Jiaqiao Hu;Yijie Peng;Gongbo Zhang;Qi Zhang
3 Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation 期刊论文 Yijie Peng;Jie Song;Jie Xu;Edwin K. P. Chong
4 Optimal unbiased estimation for expected cumulative discounted cost 期刊论文 Zhenyu Cui;Michael C. Fu;Yijie Peng;Lingjiong Zhu
5 Context-Dependent Ranking and Selection Under a Bayesian Framework 奖励 Haidong Li;Henry Lam;Zhe Liang;Yijie Peng
6 随机梯度估计及其在制造中的应用 奖励 张公伯;李海东;彭一杰
7 Efficient Learning for Decomposing and Optimizing Random Networks 期刊论文 Haidong Li;Yijie Peng;Xiaoyun Xu;Bernd Heidergott;Chun-Hung Chen
8 A New Likelihood Ratio Method for Training Artificial Neural Network 期刊论文 Yijie Peng;Li Xiao;Bernd Heidergott;L. Jeff Hong;Henry Lam
9 Dynamic Sampling Allocation for Selecting a Subset with the Best 期刊论文 Gongbo Zhang;Bin Chen;Qinshan Jia;Yijie Peng
10 Variance Reduction for Generalized Likelihood Ratio Method By Conditional Monte Carlo and Randomized Quasi-Monte Carlo 期刊论文 Yijie Peng;Michael C. Fu;Jiaqiao Hu;Pierre L’ Ecuyer;Bruno Tuffin
11 Copula Sensitivity Analysis for Portfolio Credit Derivatives 期刊论文 Lei Lei;Yijie Peng;Michael C. Fu;Jian-Qiang Hu
12 Maximum Likelihood Estimation By Monte Carlo Simulation: Towards Data-Driven Stochastic Modeling 期刊论文 Yijie Peng;Michael C. Fu;Bernd Heidergott;Henry Lam
13 Computing Sensitivity of Distortion Risk Measure 期刊论文 Peter W. Glynn;Yijie Peng;Michael C. Fu;Jian-Qiang Hu
14 Dynamic Sampling Allocation Under Finite Budget for Feasibility Determination 期刊论文 Zhongshun Shi;Yijie Peng;Leyuan Shi;Chun-Hung Chen;Michael C. Fu
15 Efficient Learning for Clustering and Optimizing Context-Dependent Designs 期刊论文 Haidong Li;Henry Lam;Yijie Peng
16 Efficient Sampling Allocation Procedure for Optimal Quantile Selection 期刊论文 Yijie Peng;Chun-Hung Chen;Michael C. Fu;Jian-Qiang Hu;Ilya O. Ryzhov
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