GENETIC_ALGORITHM

作品数：1297被引量：3046H指数：17
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A genetic algorithm based entity resolution approach with active learning被引量：1
《Frontiers of Computer Science》2017年第1期147-159,共13页Chenchen SUN Derong SHEN Yue KOU Tiezheng NIE Ge YU 
The authors thank anonymous reviewers for their in- spiting doubts and helpful suggestions during the reviewing process. This work was supported by the National Basic Research Program of China （973 Program） （2012CB316201）, the Fundamental Research Funds for the Cen- tral Universities （N 120816001） and the National Natural Science Foundation of China （Grant Nos. 61472070, 61402213）.
Entity resolution is a key aspect in data quality and data integration, identifying which records correspond to the same real world entity in data sources. Many existing ap- proaches require manually designed match ru...
关键词：entity resolution genetic algorithm active learning data quality data integration 
Comparison between dynamic programming and genetic algorithm for hydro unit economic load dispatch
《Water Science and Engineering》2014年第4期420-432,共13页Bin XU Ping-an ZHONG Yun-fa ZHAO Yu-zuo ZHU Gao-qi ZHANG 
supported by the National Basic Research Program of China(973 Program,Grant No.2013CB036406);the National Natural Science Foundation of China(Grant No.51179044);the Research Innovation Program for College Graduates in Jiangsu Province of China(Grant No.CXZZ12-0242)
The hydro unit economic load dispatch （ELD） is of great importance in energy conservation and emission reduction. Dynamic programming （DP） and genetic algorithm （GA） are two representative algorithms for solving...
关键词：hydro unit economic load dispatch dynamic programming genetic algorithm numerical experiment 
A model for parameter estimation of multistage centrifugal compressor and compressor performance analysis using genetic algorithm被引量：8
《Science China(Technological Sciences)》2012年第11期3163-3175,共13页CHU Fei WANG FuLi WANG XiaoGang ZHANG ShuNing 
supported by the National Natural Science Foundation of China (Grant Nos. 61174130,61004083,61074074);the National Basic Research Program of China ("973" Program) (Grant No.2009CB320601);Fundamental Research Funds for the Central Universities (Grant No. N100604008)
A model for performance prediction of multistage centrifugal compressor is proposed. The model allows the users to predict the compressor performance, e.g. pressure ratio, efficiency and losses using the compressor ge...
关键词：performance predication centrifugal compressor incidence loss genetic algorithm surge line 
Correcting the systematic error of the density functional theory calculation:the alternate combination approach of genetic algorithm and neural network被引量：1
《Chinese Physics B》2010年第7期437-444,共8页王婷婷 李文龙 陈章辉 缪灵 
supported by the National Basic Research Program of China (973 Program) (Grant No. G2009CB929300);the National Natural Science Foundation of China (Grant No. 60521001 and 60925016)
The alternate combinational approach of genetic algorithm and neural network （AGANN） has been presented to correct the systematic error of the density functional theory （DFT） calculation. It treats the DFT as a bl...
关键词：density functional theory neural network genetic algorithm alternate combination 
A Metamodeling Method Based on Support Vector Regression for Robust Optimization被引量：5
《Chinese Journal of Mechanical Engineering》2010年第2期242-251,共10页XIANG Guoqi HUANG Dagui 
supported by National Natural Science Foundation of China (Grant No.60572007);National Basic Research Program of China(973 Program,Grant No.613580202)
Metamodeling techniques have been used in robust optimization to reduce the high computational cost of the uncertainty analysis and improve the performance of robust optimization problems with computationally expensiv...
关键词：support vector regression METAMODELING robust optimization genetic algorithm 
Back-propagation network improved by conjugate gradient based on genetic algorithm in QSAR study on endocrine disrupting chemicals被引量：7
《Chinese Science Bulletin》2008年第1期33-39,共7页JI Li WANG XiaoDong YANG XuShu LIU ShuShen WANG LianSheng 
the National Natural Science Foundation of China (Grant No. 20507008);the National Natural Science Foundation Key Project of China (Grant No. 20737001);the Natural Science Foundation of Jiangsu Province,China (Grant No. BK200418);the National Basic Research Program of China (973 Program) (Grant No. 2003CB415002)
Since the complexity and structural diversity of man-made compounds are considered, quantitative structure-activity relationships (QSARs)-based fast screening approaches are urgently needed for the assessment of the p...
关键词：化学药物 内分泌 人造神经网络 遗传算法 
GAMi： Genetic Algorithm-Based Middleware for QoS-Aware Web Services Selection被引量：5
《Chinese Journal of Electronics》2007年第3期537-542,共6页ZHANG Chengwen SU Sen CHEN Junliang 
This work is supported by the National Basic Research and Development Program （973 Program） of China （No.2003CB314806）; the National Natural Science Foundation of China （No.90204007）; the Program for Changjiang Scholars and Innovative Research Team in University （PCSIRT）.
In order to resolve services composition with the global QoS （Quality of service） constraints, a framework of QoS-aware services composition is presented. The core of the framework is a novel middleware for QoS-awar...
关键词：Web services selection Quality of service （QoS）-aware Genetic algorithm 
Simulation of Flux Distribution in Central Metabolism of Saccharo-myces cerevisiae by Hybridized Genetic Algorithm
《Chinese Journal of Chemical Engineering》2007年第2期150-156,共7页张慧敏 姚善泾 
Supported by the National Natural Science Foundation of China (No.20276065);the Special Funds for Major State BasicResearch Program of China (973 Program, 2007CB707805).
A scheme of investigating the intracellular metabolic fluxes in central metabolism of Saccharomyces cerevisiae based on isotope model and tracer experiment was developed. The metabolic model applied in this study incl...
关键词：Saccharomyces cerevisiae metabolic flux hybridized genetic algorithm 2D NMR central metabolism 
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