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长春光学精密机械与物... [4]
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期刊论文 [12]
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Inner Dynamic Detection and Prediction of Water Quality Based on CEEMDAN and GA-SVM Models
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 7, 页码: 17
作者:
Yang, Zhizhou
;
Zou, Lei
;
Xia, Jun
;
Qiao, Yunfeng
;
Cai, Diwen
  |  
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/09/21
CEEMDAN method
GA-SVM model
decomposition
prediction
water quality
Inner Dynamic Detection and Prediction of Water Quality Based on CEEMDAN and GA-SVM Models
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 7, 页码: 17
作者:
Yang, Zhizhou
;
Zou, Lei
;
Xia, Jun
;
Qiao, Yunfeng
;
Cai, Diwen
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/09/21
CEEMDAN method
GA-SVM model
decomposition
prediction
water quality
Electrochemical system for anaerobic oxidation of methane by DAMO microbes with nitrite as an electron acceptor
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 225, 页码: -
作者:
Chai, Fengguang
;
Li, Lin
;
Xue, Song
;
Xie, Fei
;
Liu, Junxin
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/01/04
PM2.5
Machine learning
GA-SVM
Land use regression
Method improvement
Spatial clustering
Analytical Surface Potential-Based Compact Model for Independent Dual Gate a-IGZO TFT
期刊论文
OAI收割
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2021, 卷号: 68, 期号: 4, 页码: 2049-2055
作者:
Guo, Jingrui
;
Zhao, Ying
;
Yang, Guanhua
;
Chuai, Xichen
;
Lu, Wenhao
  |  
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2021/06/01
Electric potential
Solid modeling
Logic gates
Integrated circuit modeling
Numerical models
Thin film transistors
Analytical models
Analytical models
independent dual gate (IDG) amorphous In-Ga-Zn-O thin-film transistors (IDG a-IGZO TFTs)
Schroder method
surface potential
threshold compensation effect
Near-field correction of CSAMT data based on Newton iteration method and GA method
期刊论文
OAI收割
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2018, 卷号: 61, 期号: 10, 页码: 4148-4159
作者:
Luan XiaoDong
;
Di QingYun
;
Lei Da
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2018/12/11
Newton iteration method
GA method
Near-field effect
CSAMT
Growth and performance research of Tb3Ga5O12 magneto-optical crystal
期刊论文
OAI收割
JOURNAL OF CRYSTAL GROWTH, 2018, 卷号: 484, 页码: 17, 20
作者:
Jin, Weizhao
;
Ding, Jingxin
;
Guo, Li
;
Gu, Qi
;
Li, Chun
  |  
收藏
  |  
浏览/下载:87/0
  |  
提交时间:2018/12/28
Tb3Ga5O12
Crystal growth
Optical materials
Magneto-optical property
Cz method
A study of the optimization design method for a high speed train
会议论文
OAI收割
Cagliari, Sardinia, Italy , 5-8 April 2016
作者:
Zhao GL
;
Sun ZX(孙振旭)
;
Yao SB(姚拴宝)
;
Guo DL(郭迪龙)
;
Yang GW(杨国伟)
  |  
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2018/11/08
Aerodynamic drag
Genetic algorithms
Lift
Railroad cars
Railroads
Aerodynamic lift
Ga
grnn
High speed train (HST)
Kriging model
Optimization design
Optimization method
Surrogate model
Structural amelioration of 920 nm optically pumped semiconductor vertical external-cavity surface emitting laser (OPS-VECSEL) (EI CONFERENCE)
会议论文
OAI收割
2nd International Conference on Energy, Environment and Sustainable Development, EESD 2012, October 12, 2012 - October 14, 2012, Jilin, China
作者:
Liu Y.
;
Liu Y.
;
Wang L.
;
Wang L.
;
Wang L.
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2013/03/25
920 nm optically pumped semiconductor vertical external-cavity surface emitting laser (OPS-VECSEL) has an important application in laser display. We constructed and optimized a 920 nm OPS-VECSEL with active region of In0.09Ga0.91As quantum well (QW) system pumped by 808 nm laser diode module. By the finite element method
self-consistent solutions of the semiconductor electronic and optical equations are realized to calculate the characteristics parameters of OPS-VECSEL. The performances of device especially the mode
the threshold and the optical-optical translation efficiency were analyzed by dealing with different number of QWs (1
2 and 3) in one period
QW depth
barrier width
the component and dimension of the non-absorption layer. We chose an improved structure of them. On this basis
we ameliorated the number of QW periods and the simulation showed that in order to obtain high performance device
the choice of the number of QW periods must be cautious. (2013) Trans Tech Publications
Switzerland.
Integrated optimization method for coupling parametrization design of complex space system (EI CONFERENCE)
会议论文
OAI收割
2012 3rd International Conference on System Science, Engineering Design and Manufacturing Informatization, ICSEM 2012, October 20, 2012 - October 21, 2012, Chengdu, China
作者:
Han C.-S.
;
Wen M.
收藏
  |  
浏览/下载:138/0
  |  
提交时间:2013/03/25
This paper investigates the problem of optimization method for coupling parametrization design of complex space system. The objective is to develop an integrated optimization framework to design complex space system. An improved collaborative optimization (ICO) strategy for complex design using hybrid optimization algorithm is proposed
which associates genetic algorithm (GA) with tabu search (TS). A multi-objective function with penalty terms for the systemlevel optimization and a relax factor for the subsystem optimization are adopted
which can avoid unsolvability or converging difficulty. The results demonstrate the applicability and effectiveness of the proposed design methodology. 2012 IEEE.
An improved hyperspectral classification algorithm based on back-propagation neural networks (EI CONFERENCE)
会议论文
OAI收割
2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering, RSETE 2012, June 1, 2012 - June 3, 2012, Nanjing, China
作者:
Yu P.
;
Yu P.
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2013/03/25
In this paper
a new method is proposed to improve the classification performance of hyperspectral images by combining the principal component analysis (PCA)
genetic algorithm (GA)
and artificial neural networks (ANNs). First
some characteristics of the hyperspectral remotely sensed data
such as high correlation
high redundancy
etc.
are investigated. Based on the above analysis
we propose to use the principal component analysis to capture the main information existing in the hyperspectral images and reduce its dimensionality consequently. Next
we use neural networks to classify the reduced hyperspectral data. Since the back-propagation neural network we used is easy to suffer from the local minimum problem
we adopt a genetic algorithm to optimize the BP network's weights and the threshold. Experimental results show that the classification accuracy is improved and the time of calculation is reduced as well. 2012 IEEE.