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大连理工大学 [15]
上海大学 [5]
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武汉理工大学 [3]
山东大学 [2]
武汉大学 [2]
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期刊论文 [33]
会议论文 [2]
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Sample average approximation of CVaR-based hedging problem with a deep-learning solution
期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
作者:
Peng, Cheng
;
Li, Shuang
;
Zhao, Yanlong
;
Bao, Ying
收藏
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浏览/下载:86/0
  |  
提交时间:2021/04/26
Conditional Value-at-Risk
Hedging strategies
Deep learning
Theoretical guarantee
Sample average approximation
Uniform convergence
ASYMPTOTIC CONVERGENCE OF STATIONARY POINTS OF STOCHASTIC MULTIOBJECTIVE PROGRAMS WITH PARAMETRIC VARIATIONAL INEQUALITY CONSTRAINT VIA SAA APPROACH
期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2019, 卷号: 15, 页码: 1653-1675
作者:
Pang, Liping
;
Meng, Fanyun
;
Wang, Jinhe
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Stochastic programming
multiobjective programming
parametric variational inequalities
sample average approximation
Infeasible interior-point algorithms based on sampling average approximations for a class of stochastic complementarity problems and their applications
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 卷号: 352, 页码: 382-400
作者:
Yang, Zhen-Ping[1]
;
Zhang, Jin[2]
;
Zhu, Xide[3]
;
Lin, Gui-Hua[4]
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  |  
浏览/下载:22/0
  |  
提交时间:2019/04/22
Nonlinear programming
Stochastic complementarity problem
Sample average approximation
Infeasible interior-point algorithm
Natural gas transmission and oligopoly models
A Density-Based Offloading Strategy for IoT Devices in Edge Computing Systems
期刊论文
IEEE Access, 2018, 卷号: 6, 期号: 99, 页码: 73520-73530
作者:
Zhang, Cheng
;
Zhao, Hailiang
;
Deng, Shuiguang*
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/04
Cooperative networks
edge computing
IoT devices
sample average approximation
service relocation
Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm
期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:
Liu, Hui
;
Duan, Zhu
;
Han, Feng-ze
;
Li, Yan-fei*
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  |  
浏览/下载:40/0
  |  
提交时间:2019/12/03
NWP
numerical weather prediction
CS
Cuckoo search
FS
fuzzy system
WRF
weather research and forecasting
KF
Kalman filter
ARIMA
auto-regressive integrated moving average
ARCH
autoregressive conditional heteroskedasticity
ANN
artificial neural networks
SVM
support vector machine
CRO
Coral Reefs optimization algorithm
ELM
extreme learning machine
MFNN
multi-layer feed-forward neural network
SPSA
simultaneous perturbation stochastic approximation
HM
Hammerstein Model
AR
auto-regressive
AdaBoost
adaptive boosting
MLP
multilayer perceptron
DNN-MRT
deep neural network based meta regression and transfer learning
WD
wavelet decomposition
FEEMD
fast ensemble empirical mode decomposition
EMD
empirical mode decomposition
WPD
wavelet packet decomposition
SSA
singular spectrum analysis
BFGS
Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation
LSSVM
least square support vector machine
PSOGSA
partial swarm optimization combined with gravitational search algorithm
FCM
fuzzy C-means
EEMD
ensemble empirical mode decomposition
SampEn
sample entropy
VMD
variational mode decomposition
MAdaBoost
Modified AdaBoost.RT
WF
wavelet filter
MAE
mean absolute error
MAPE
mean absolute percentage error
RMSE
root mean squared error
CWT
continuous wavelet transform
DWT
discrete wavelet transform
LMD
local mean decomposition
ADMM
alternate direction method of multipliers
Big multi-step wind speed forecasting
Wavelet decomposition
Variational mode decomposition
Sample entropy
Modified adaBoost.RT
Wavelet filter
Chance-constrained programming model for reference network with wind power integration
期刊论文
2017 IEEE Conference on Energy Internet and Energy System Integration, EI2 2017 - Proceedings, 2018, 卷号: 2018-January, 页码: 1-5
作者:
Sun, Donglei
;
Yang, Jinhong
;
Han, Xueshan
;
Wang, Junxiong
;
Tian, Xin
收藏
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浏览/下载:5/0
  |  
提交时间:2019/12/11
chance constraints
power grid evaluation
Reference network
sample-average approximation (SAA)
wind power integration
Expected Residual Minimization Formulation for a Class of Stochastic Vector Variational Inequalities
期刊论文
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2017, 卷号: 175, 页码: 545-566
作者:
Zhao, Yong[1]
;
Zhang, Jin[2]
;
Yang, Xinmin[3]
;
Lin, Gui-Hua[4]
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/04/24
Stochastic vector variational inequalities
Expected residual minimization formulation
Sample average approximation
Chance-Constrained Programming Model for Reference Network With Wind Power Integration
会议论文
IEEE Conference on Energy Internet and Energy System Integration (EI2), NOV 26-28, 2017
作者:
Sun, Donglei
;
Yang, Jinhong
;
Han, Xueshan
;
Wang, Junxiong
;
Tian, Xin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/31
Reference network
wind power integration
power grid evaluation
chance
constraints
sample-average approximation (SAA)
Smoothing and SAA method for stochastic programming problems with non-smooth objective and constraints
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2016, 卷号: 66, 页码: 487-510
作者:
Lin, Gui-Hua[1]
;
Luo, Mei-Ju[2]
;
Zhang, Jin[3]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/26
Non-smoothness
Smoothing
Sample average approximation
Stochastic mathematical program with equilibrium constraints
SMOOTHING AND SAMPLE AVERAGE APPROXIMATION METHODS FOR SOLVING STOCHASTIC GENERALIZED NASH EQUILIBRIUM PROBLEMS
期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2016, 卷号: 12, 页码: 1-15
作者:
Luo, Mei Ju[1]
;
Chen, Yi Zeng[2]
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/04/26
Stochastic generalized Nash equilibrium
expected residual minimization
sample average approximation
smooth approximation
exponential convergence
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