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西安交通大学 [2]
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期刊论文 [16]
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Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
作者:
Zhang, Pin
;
Yin, Zhen-Yu
;
Jin, Yin-Fu
;
Chan, Tommy H. T.
;
Gao FP(高福平)
收藏
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浏览/下载:23/0
  |  
提交时间:2021/03/03
Compressibility
Clays
Machine learning
Optimization
Random forest
Genetic algorithm
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks
期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2020, 卷号: 24, 期号: 4, 页码: 750-764
作者:
Guo YN(郭一楠)
;
Zhang, Xu
;
Gong DW(巩敦卫)
;
Zhang, Zhen
;
Yang JJ(杨建建)
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  |  
浏览/下载:35/0
  |  
提交时间:2020/08/22
Fasteners
Optimization
Rocks
Stability analysis
Tunneling
Bolt supporting network
interaction
multiobjective evolutionary optimization
preference
surrogate model
Evolutionary support vector machine for RMB exchange rate forecasting
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
作者:
Fu, Sibao
;
Li, Yongwu
;
Sun, Shaolong
;
Li, Hongtao
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  |  
浏览/下载:49/0
  |  
提交时间:2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
MRI appointment scheduling with uncertain examination time
期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2019, 卷号: 37, 页码: 62-82
作者:
Qiu, Huaxin
;
Wang, Dujuan
;
Wang, Yanzhang
;
Yin, Yunqiang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
Appointment scheduling
Duration uncertainty
Multi-objective evolutionary algorithm
Support vector regression
Forecasting carbon price using empirical mode decomposition and evolutionary least squares support vector regression
期刊论文
2017, 卷号: 191, 期号: [db:dc_citation_issue], 页码: 521
作者:
Zhu, Bangzhu[1]
;
Han, Dong[1]
;
Wang, Ping[1]
;
Wu, Zhanchi[1]
;
Zhang, Tao[2]
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/03
Two-level Multi-surrogate Assisted Optimization method for high dimensional nonlinear problems
期刊论文
Applied Soft Computing Journal, 2016, 卷号: 46, 页码: 26-36
作者:
Li, Enying
;
Wang, Hu*
;
Ye, Fan
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/28
AI
Artificial Immune
EICAM
EI criterion assisted modeling
EGO
Efficient Global Optimization
EI
Expected Improvement
GA
Genetic Algorithm
GMDH
Group Method of Data Handling
GSS
Golden Section Sampling
HDMR
High Dimensional Model Representation
LOOCV
Leave-One-Out Cross Validation
MAS
Multi-surrogate Assisted Sampling algorithm
EImax
maximum EI
MLS
Moving Least Square
NTS
Number of Test Samples
PR
Polynomial Regression
PSO
Particle Swarm Optimization
RAAE
Relative Average Absolute Error
RBF
Radial Basis Function
RMAE
Relative Maximum Absolute Error
SA
Simulated Annealing
STD
Standard Deviation
SAEO
Surrogate Assisted Evolutionary Optimization
SAO
Surrogate Assisted Optimization
SVR
Support Vector Regression
TMAO
Two-level Multi-surrogate Assisted Optimization
TLBO
Teaching Learning-Based Optimization
SAO
HDMR
Separable
GMDH
Multi-surrogate
Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks
期刊论文
Applied Energy, 2015, 卷号: 157, 页码: 183-194
作者:
Liu, Hui*
;
Tian, Hong-Qi
;
Liang, Xi-Feng
;
Li, Yan-Fei
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/12/03
ARIMA
Auto Regressive Integrated Moving Average
ANN
Artificial Neural Networks
KF
Kalman Filter
MSM
Markov Switching Model
PCA
Principal Component Analysis
AA
Apriori Algorithm
BT
Bayesian Theory
SBM
Structural Break Modeling
GMCM
Gaussian Mixture Copula Model
NWP
Numerical Weather Prediction
KSF
Kalman Short-term Filtering
HIRLAM
High Resolution Limited Area Model
BP
Back Propagation
RBF
Radial Basis Function
ALE
Adaptive Linear Element
MAS
Multiple Architecture System
MLR
Multiple Linear Regression
MLP
Multi-Layer Perceptron
RBF
Radial Basis Function
SVM
Support Vector Machine
ABA
Ada-boost Algorithm
PSO
Particle Swarm Optimization
FAC
First-order Adaptive Coefficient
SAC
Second-order Adaptive Coefficient
SAA
Seasonal Adjustment Algorithm
ESM
Exponential Smoothing Method
MFNN
Multi-layer Feed-forward Neural Networks
FRR
Fuzzy Rough Regression
ELM
Extreme Learning Machines
MM5
Fifth Generation Mesoscale Model
GNWP
Global Numerical Weather Prediction
EPA
Evolutionary Programming Algorithm
OFM
Organizing Feature Maps
WD
Wavelet Decomposition
WPD
Wavelet Packet Decomposition
NF
Neuro-Fuzzy
ANFIS
Adaptive Neuro-Fuzzy Inference Systems
PM
Persistent Model
UKF
Unscented Kalman Filter
SVR
Support Vector Regression
FEEMD
Fast Ensemble Empirical Mode Decomposition
HM
Hammerstein Model
AR
Auto Regressive
EMD
Empirical Mode Decomposition
SDA
Secondary Decomposition Algorithm
PRWM
Persistent Random Walk Model
IMFs
Intrinsic Mode Functions
EEMD
Ensemble Empirical Mode Decomposition
GD-BP
Gradient Descent Back Propagation
GDM-BP
Gradient Descent with Momentum Back Propagation
GD-ALR-BP
Gradient Descent with Adaptive Learning Rate Back Propagation
GDM-ALR-BP
Gradient Descent with Momentum and Adaptive Learning Rate Back Propagation
CG-BP-FRU
Conjugate Gradient Back Propagation with Fletcher-Reeves Updates
CG-BP-PR
Conjugate Gradient Back Propagation with Polak-Ribiére Update
CG-BP-PBR
Conjugate Gradient Back Propagation with Powell-Beale Restarts
SCG-BP
Scaled Conjugate Gradient Back Propagation
BFGS-BP
Broyden-Fletcher-Goldfarb-Shanno Back Propagation
OSS-BP
One Step Secant Back Propagation
LM-BP
Levenberg Marquardt Back Propagation
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
RMSE
Root Mean Square Error
Wind speed forecasting
Secondary decomposition algorithm
Wavelet packet decomposition
Fast ensemble empirical mode decomposition
Elman neural networks
Effectiveness of approximation strategy in surrogate-assisted fireworks algorithm
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015
Pei, Yan
;
Zheng, Shaoqiu
;
Tan, Ying
;
Takagi, Hideyuki
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
Fireworks algorithm
Fitness landscape approximation
Elite strategy
Surrogate-assisted fireworks algorithm
Dimensionality reduction
EVOLUTIONARY COMPUTATION
DIFFERENTIAL EVOLUTION
OPTIMIZATION
FUSION
A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 90, 页码: 70-80
作者:
Wang, Du-Juan
;
Liu, Feng
;
Wang, Yan-Zhang
;
Jin, Yaochu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/09
Proactive scheduling
Stochastic machine breakdown
Support vector regression
A priori domain knowledge
Robustness
Evolutionary algorithms
PROSPER: An Integrated Feature-Based Tool for Predicting Protease Substrate Cleavage Sites
期刊论文
PLOS ONE, 2012, 卷号: 7, 期号: 11, 页码: e50300
作者:
Song, Jiangning
;
Tan, Hao
;
Perry, Andrew J.
;
Akutsu, Tatsuya
;
Webb, Geoffrey I.
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  |  
浏览/下载:22/0
  |  
提交时间:2013/01/11
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