Forecasting model of holiday tourism requirement on the basis of RBF neural network

被引：0

作者：

Guo Wensheng ^{[1
]}

Du Junping ^{[2
]}

Wang Ruijie ^{[1
]}

机构：

[1] Univ Sci & Technol Beijing, Sch Informat Engn, Beijing 100083, Peoples R China

[2] Beijing Technol & Business Univ, Dept Comp Sci, Beijing 100037, Peoples R China

来源：

ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 1 | 2006年

基金：

北京市自然科学基金; 美国国家科学基金会;

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：

For improving intellectualized management level of holiday tourism and making a contribution to the healthy, orderly and safely development of holiday tourism, We built the tourism requirement forecasting model on the basis of RBF neural network, realized the classification, analysed and forecasted the tourism status and realized the intellectualized management Of holiday tourism. It was used to generate RBF net to perform function approximation. Random cluster and linear program are brought in to design and train this "mixed" RBF net.

引用

页码：677 / 681

页数：5

共 50 条

[1] Radial Basis Function (RBF) Neural Network for Load Forecasting during Holiday
Syafaruddin
Manjang, Salama
Latief, Satriani
[J]. 2016 3RD CONFERENCE ON POWER ENGINEERING AND RENEWABLE ENERGY (ICPERE), 2016, : 235 - 239
[2] The research of forecasting model based on RBF Neural Network
Xiong, QY
Yong, SL
Shi, WR
Chen, J
Liang, YL
[J]. PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, 2005, : 1032 - 1035
[3] A Forecasting Model of RBF Neural Network Based on Particle Swarm Optimization
Pan, Yumin
Huang, Chengyu
Zhang, Quanzhu
[J]. MECHATRONIC SYSTEMS AND AUTOMATION SYSTEMS, 2011, 65 : 605 - 612
[4] GDP Economic Forecasting Model Based on Improved RBF Neural Network
Yu, Ying
[J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
[5] Time series forecasting with RBF neural network
Yan, XB
Wang, Z
Yu, SH
Li, YJ
[J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 4680 - 4683
[6] An Atmospheric Quality Forecasting Model Based on RBF Neural Network and Its Applications
Wang, Limin
Li, Ming
Han, Xuming
Wang, Hongzhi
Zhang, Shuying
[J]. PROCEEDINGS OF 2008 INTERNATIONAL COLLOQUIUM ON ARTIFICIAL INTELLIGENCE IN EDUCATION, 2008, : 226 - 230
[7] Combined Forecasting Model on Automotive Logistics Demand Based on RBF Neural Network
Gao, Feifei
Fang, Jichen
Zhang, Qiang
Zhang, Qin
Wang, Zhan'gen
Shi, Mengzhu
[J]. MANUFACTURING PROCESSES AND SYSTEMS, PTS 1-2, 2011, 148-149 : 515 - +
[8] Genetic algorithm-based RBF neural network load forecasting model
Yang, Zhangang
Che, Yanbo
Cheng, K. W. Eric
[J]. 2007 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-10, 2007, : 1560 - 1565
[9] A Semiparametric Regression Ensemble Model for Rainfall Forecasting Based on RBF Neural Network
Wu, Jiansheng
[J]. ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, AICI 2010, PT II, 2010, 6320 : 284 - 292
[10] A RBF neural network model with GARCH errors: Application to electricity price forecasting
dos Santos Coelhoa, Leandro
Santos, Andre A. P.
[J]. ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (01) : 74 - 83

← 1 2 3 4 5 →