Research on Classification of Data Mining Based Niche Genetic Algorithm

被引：0

作者：

Zhang, Beibei ^{[1
]}

Zhu, Li ^{[1
]}

Li, Yanli ^{[1
]}

机构：

[1] China Univ Geosci, Sch Comp, Wuhan 430074, Peoples R China

来源：

PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS | 2008年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A genetic algorithm is an efficiently search algorithm, that get a tremendous value in the application of data mining, such as classification, clustering, data preprocessing and data handling process. Because traditional genetic algorithm exist the weakness which are the premature constringency, the slow speed of evening constringency and the weak power of overall situation searches which is caused by the deficient multiplicity of colony. The paper propose the improvement algorithm of genetic algorithm, niche([1]) genetic algorithm research the classification. Experimental results show that the niche genetic algorithm is better than the traditional genetic algorithm.

引用

页码：197 / 199

页数：3

共 50 条

[1] Research and analysis of network data mining based on genetic algorithm
Shi, Lei
Zhao, Huiran
Zhang, Kun
[J]. MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 2181 - 2184
[2] Research on Data Classification Algorithm in Big Data Mining
Liu Weigang
[J]. 2019 2ND INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONIC AND ENGINEERING TECHNOLOGY (MEET 2019), 2019, : 174 - 179
[3] A data mining based genetic algorithm
Wu, Yi-Ta
An, Yoo Jung
Geller, James
Wu, Yih-Tyng
[J]. FOURTH IEEE WORKSHOP ON SOFTWARE TECHNOLOGIES FOR FUTURE EMBEDDED AND UBIQUITOUS SYSTEMS AND THE SECOND INTERNATIONAL WORKSHOP ON COLLABORATIVE COMPUTING, INTEGRATION, AND ASSURANCE, PROCEEDINGS, 2006, : 55 - +
[4] Data Mining Based on Genetic Algorithm
Qin, Yonghua
[J]. DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, : 683 - 686
[5] An algorithm for classification in data mining based on classification codes
Sankar, H. Ravi
Naidu, M. M.
[J]. IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2007, : 766 - +
[6] Research on the application of the classification algorithm in the data mining in the cloud data
Che, Min
[J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 249 - 249
[7] Algorithm for classification of biological data based on data mining
Garcia, Eduardo Moniz
Fonseca, Simone A. S.
Beingolea, Jorge R.
[J]. PROCEEDINGS OF THE 2019 IEEE 1ST SUSTAINABLE CITIES LATIN AMERICA CONFERENCE (SCLA), 2019,
[8] Research on the Multimedia Data Mining and Classification Algorithm based on the Database Optimization Techniques
Xiu, Hu
[J]. 2015 2ND INTERNATIONAL SYMPOSIUM ON ENGINEERING TECHNOLOGY, EDUCATION AND MANAGEMENT (ISETEM 2015), 2015, : 36 - 41
[9] Data mining for data classification based on the KNN-fuzzy method supported by genetic algorithm
Rosa, JLA
Ebecken, NFF
[J]. HIGH PERFORMANCE COMPUTING FOR COMPUTATIONAL SCIENCE - VECPAR 2002, 2003, 2565 : 126 - 133
[10] Data Mining Research in Wireless Sensor Network Based on Genetic BP Algorithm
Wang Mengmeng
Xiu Debin
Wang Rongxin
Du Fang
Shi Yunbo
[J]. PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, : 243 - 247

← 1 2 3 4 5 →