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The impacts of uncertainties on the carbon mitigation design: Perspective from abatement cost and emission rate 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 232, 页码: 213-223
Authors:  Guo, Jian-Xin;  Tan, Xianchun;  Gu, Baihe;  Qu, Xinglong
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Climate change mitigation  Abatement strategy  Abatement uncertainty  Stochastic dynamic programming  
An efficient stochastic approach for robust time-optimal trajectory planning of robotic manipulators under limited actuation 期刊论文
ROBOTICA, 2017, 卷号: 35, 期号: 12, 页码: 2400-2417
Authors:  Zhao, Ming-Yong;  Gao, Xiao-Shan;  Zhang, Qiang
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Robust trajectory planning  Robotic manipulators  Stochastic optimization  Probability constraint  Linear programming  
PENALTY METHODS WITH STOCHASTIC APPROXIMATION FOR STOCHASTIC NONLINEAR PROGRAMMING 期刊论文
MATHEMATICS OF COMPUTATION, 2017, 卷号: 86, 期号: 306, 页码: 1793-1820
Authors:  Wang, Xiao;  Ma, Shiqian;  Yuan, Ya-Xiang
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Stochastic programming  nonlinear programming  stochastic approximation  penalty method  global complexity bound  
Local optimization-based statistical inference 期刊论文
ELECTRONIC JOURNAL OF STATISTICS, 2017, 卷号: 11, 期号: 1, 页码: 2295-2320
Authors:  Xiong, Shifeng
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Bootstrap  importance sampling  non-regular problem  resampling  space-filling design  stochastic programming  
Robust two-stage stochastic linear optimization with risk aversion 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 卷号: 256, 期号: 1, 页码: 215-229
Authors:  Ling, Aifan;  Sun, Jie;  Xiu, Naihua;  Yang, Xiaoguang
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Uncertainty modeling  Stochastic programming  Robust optimization  Conditional value-at-risk  Semidefinite programming  
Multi-period mean variance portfolio selection under incomplete information 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 6, 页码: 753-774
Authors:  Zhang, Ling;  Li, Zhongfei;  Xu, Yunhui;  Li, Yongwu
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hidden Markov chain  regime switching  sufficient statistics  portfolio optimization  
Asymptotic Perturbation Bounds for Probabilistic Model Checking with Empirically Determined Probability Parameters 期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2016, 卷号: 42, 期号: 7, 页码: 623-639
Authors:  Su, Guoxin;  Feng, Yuan;  Chen, Taolue;  Rosenblum, David S.
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Asymptotic perturbation bound  discrete-time Markov chain  numerical iteration  optimization  parametric Markov chain  perturbation analysis  probabilistic model checking  quadratic programming  
Indefinite Mean-Field Stochastic Linear-Quadratic Optimal Control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 7, 页码: 1786-1800
Authors:  Ni, Yuan-Hua;  Zhang, Ji-Feng;  Li, Xun
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Indefinite stochastic linear-quadratic optimal control  mean-field theory  multi-period mean-variance portfolio selection  
A mixed R&D projects and securities portfolio selection model 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 卷号: 185, 期号: 2, 页码: 700-715
Authors:  Fang, Yong;  Chen, Lihua;  Fukushima, Masao
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portfolio selection  R&D project portfolio selection  semi-absolute deviation risk function  mixed-integer stochastic programming problem  
A stochastic approach to hotel revenue management considering multiple-day stays 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2006, 卷号: 5, 期号: 3, 页码: 545-556
Authors:  Liu, Shuqin;  Lai, Kin Keung;  Dong, Jichang;  Wang, Shou-Yang
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revenue management  stochastic programming  semi-absolute deviation