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Faculty of Science and Tech...
6
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38
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FANG Kaitai
17
PAN Jianxin
9
LANGRENÉ Nicolas
8
LIANG Jiajuan
3
HE Ping
2
NG Adolf K. Y.
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An Efficient Gradient Projection Method for Stochastic Optimal Control Problem with Expected Integral State Constraint
Journal article
Journal of Scientific Computing,2025, volume: 102, issue: 3
Authors:
Wang,Qiming
;
Liu,Wenbin
Favorite
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View/Download:3/0
  |  
Submit date:2025/03/10
Backward stochastic differential equation
Expected integral state constraint
Gradient projection method
Least square Monte Carlo
Stochastic optimal control
A novel approach for parameter estimation of mixture of two Weibull distributions in failure data modeling
Journal article
Statistics and Computing,2024, volume: 34, issue: 6
Authors:
Yan, Tianyu
;
Fang, Kaitai
;
Yin, Hong
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View/Download:7/0
  |  
Submit date:2024/12/16
Mixture of two Weibull distributions
Parameter estimation
Quantile estimation
Quasi-Monte Carlo
SNTO algorithm
Weibull probability plot
The Representative Points of Generalized Alpha Skew-t Distribution and Applications
Journal article
Entropy,2024, volume: 26, issue: 11
Authors:
Zhou, Yong Feng
;
Lin, Yu Xuan
;
Fang, Kai Tai
;
Yin, Hong
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  |  
View/Download:5/0
  |  
Submit date:2024/12/16
entropy
generalized alpha skew-t distribution
kernel density estimation
maximum likelihood estimation
moments
quasi-Monte Carlo
representative points
Inland port and waterway capacity expansion model under demand uncertainty
Journal article
Computers and Industrial Engineering,2024, volume: 190
Authors:
Guo, Liquan
;
Ng, Adolf K.Y.
;
Long, Jiancheng
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View/Download:6/0
  |  
Submit date:2024/05/07
Capacity expansion problem
Demand uncertainty
Inland ports and waterways
Least squares Monte Carlo simulation method
Real options
Sensitivity analysis-based descent search algorithm
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device
Journal article
IEEE Transactions on Very Large Scale Integration (VLSI) Systems,2023, volume: 31, issue: 10, pages: 1578-1591
Authors:
Fu, Siqing
;
Li, Tiejun
;
Zhang, Chunyuan
;
Li, Hanqing
;
Ma, Sheng
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  |  
View/Download:3/0
  |  
Submit date:2023/11/21
Circuit/system codesign
magnetic tunnel junction (MTJ)
Monte Carlo
true random number generator (TRNG)
A Review of Representative Points of Statistical Distributions and Their Applications
Review
2023
Authors:
Fang, Kai Tai
;
Pan, Jianxin
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  |  
View/Download:8/0
  |  
Submit date:2023/09/21
approximation distribution
mean square error
quasi-Monte Carlo
representative points
resampling
statistical distribution
statistical simulation
Three kinds of discrete approximations of statistical multivariate distributions and their applications
Journal article
Journal of Multivariate Analysis,2022, volume: 188
Authors:
Yang, Jun
;
He, Ping
;
Fang, Kaitai
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View/Download:41/0
  |  
Submit date:2021/10/19
Bootstrap
k-means
Quasi-Monte Carlo method
Representative points
Resampling
Statistical simulation
Deep Neural Networks Algorithms for Stochastic Control Problems on Finite Horizon: Numerical Applications
Journal article
Methodology and Computing in Applied Probability,2022, volume: 24, issue: 1, pages: 143-178
Authors:
Bachouch, Achref
;
Huré, Côme
;
Langrené, Nicolas
;
Pham, Huyên
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View/Download:8/0
  |  
Submit date:2022/08/29
Deep learning
Monte Carlo
Performance iteration
Policy learning
Quantization
Value iteration
Robust utility maximization under model uncertainty via a penalization approach
Journal article
Mathematics and Financial Economics,2022, volume: 16, issue: 1, pages: 51-88
Authors:
Guo, Ivan
;
Langrené, Nicolas
;
Loeper, Grégoire
;
Ning, Wei
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View/Download:6/0
  |  
Submit date:2022/08/29
Differential games
GANs
HJBI equation
Monte Carlo
Robust portfolio optimization
Using a stochastic economic scenario generator to analyse uncertain superannuation and retirement outcomes
Journal article
Annals of Actuarial Science,2021, volume: 15, issue: 3, pages: 549-566
Authors:
Chen, Wen
;
Koo, Bonsoo
;
Wang, Yunxiao
;
O'Hare, Colin
;
Langrené, Nicolas
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  |  
View/Download:6/0
  |  
Submit date:2022/08/29
Age Pension
Economic scenarios generator
Monte Carlo simulation
Retirement income
Superannuation