The Prediction Model of Shandong Service Industry based on Improved ELM-RBF Learning Algorithm

被引：0

作者：

Guo Shubing ^{[1
]}

Rong Mei ^{[2
]}

机构：

[1] Shandong Tobacco Monopoly Adm, Jinan 250101, Peoples R China

[2] Shandong Polytech Univ, Sch Business, Jinan 250353, Peoples R China

来源：

RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, PTS 1 AND 2 | 2011年

关键词：

Prediction model; Service industry; Shandong province; Neural networks;

D O I：

暂无

中图分类号：

O1 [数学]; C [社会科学总论];

学科分类号：

03 ; 0303 ; 0701 ; 070101 ;

摘要：

The accurate prediction of production value of Shandong service industry is very important, which is the basis of planning and decision making of Shandong service industry. Based on the indices of Shandong service industry and the improved ELM-RBF neural networks learning algorithm, the prediction model of Shandong service industry is proposed in this paper. The simulation result shows that the presented prediction model has the characteristics of fast learning convergence and accurate prediction performance. The prediction has a high application value for the prediction of Shandong service industry.

引用

页码：428 / +

页数：2

共 50 条

[41] A Short-Term Photovoltaic Power Prediction Model Based on an FOS-ELM Algorithm
Wang, Jidong
Ran, Ran
Zhou, Yue
APPLIED SCIENCES-BASEL, 2017, 7 (04):
[42] Research on accident prediction in chemical industry based on improved Markov model
Wang W.
Yang J.
Liu Z.
Liu G.
Liu, Gang (giggs1208@sina.com), 1600, Italian Association of Chemical Engineering - AIDIC (59): : 1165 - 1170
[43] Multi-label learning method based on ML-RBF and laplacian ELM
Xu, Xinzheng
Shan, Dong
Li, Shan
Sun, Tongfeng
Xiao, Pengcheng
Fan, Jianping
NEUROCOMPUTING, 2019, 331 : 213 - 219
[44] A modified generalized RBF model with EM-based learning algorithm for medical applications
Li, Ma
Wahab, A.
Chai, Quek
19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS, 2006, : 291 - +
[45] Improved chimpanzee algorithm based on CEEMDAN combination to optimize ELM short-term wind speed prediction
Wei Sun
Xuan Wang
Environmental Science and Pollution Research, 2023, 30 : 35115 - 35126
[46] Improved chimpanzee algorithm based on CEEMDAN combination to optimize ELM short-term wind speed prediction
Sun, Wei
Wang, Xuan
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (12) : 35115 - 35126
[47] Short-term wind speed prediction based on improved PSO algorithm optimized EM-ELM
Tian, Zhongda
Ren, Yi
Wang, Gang
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2019, 41 (01) : 26 - 46
[48] A RBF Neural Network Learning Algorithm Based on NCPSO
Xue Lei
Sun Changyin
Mu Chaoxu
Huang Yiqing
2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 3294 - 3299
[49] Image Reconstruction Algorithm in Electrical Impedance Tomography Based on Improved CNN-RBF Model
Zhang, Liyuan
Liu, Xuechao
Li, Lei
Fu, Feng
Jin, Li
Yang, Bin
12TH ASIAN-PACIFIC CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING, VOL 2, APCMBE 2023, 2024, 104 : 369 - 376
[50] Prediction of Ecological Pressure on Resource-Based Cities Based on an RBF Neural Network Optimized by an Improved ABC Algorithm
Jiang, Song
Lu, Caiwu
Zhang, Sai
Lu, Xiang
Tsai, Sang-Bing
Wang, Cheng-Kuang
Gao, Yuan
Shi, Yufei
Lee, Chien-Hung
IEEE ACCESS, 2019, 7 : 47423 - 47436

← 1 2 3 4 5 →