Predicting Model of Unemployment Rate Based on Elman Neural Network

被引：0
|
作者：
Gao Lei-fu [1 ]
Lei Lei [1 ]
机构：
[1] Liaoning Tech Univ, Inst Math & Syst Sci, Fuxin, Peoples R China
来源：
2009 INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND OPTIMIZATION, PROCEEDINGS | 2009年
关键词：
unemployment rate; Elman neural network; curve fitting; nntool;
D O I：
暂无
中图分类号：
S2 [农业工程];
学科分类号：
0828 ;
摘要：
On the basis of Elman neural network, this paper establishes a predicting model of the urban registered unemployment rate and further constructs an accurate model of the unemployment rate of different regions. With the help of the nntool toolbox, the unemployment rates of different regions are classified, which is conductive to the observation and analysis of the regional characteristics of the unemployment rate.
引用
收藏
页码：191 / 195
页数：5
相关论文
共 50 条
  • [21] Prediction of Labor Unemployment Based on Time Series Model and Neural Network Model
    Liu, Xitao
    Li, Lihui
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [22] Establishment of an Improved Elman Neural Network Model for Predicting the Corrosion Rate of 3C Steel in Marine Environment and Analysis of the Factors Affecting Model Accuracy
    Jin, Wenbo
    Chen, Zhuo
    Liu, Wanying
    Quan, Qing
    Ren, Zongxiao
    METALS, 2025, 15 (01)
  • [23] Network traffic prediction model of the new Elman chaotic neural network
    Dang, Xiaochao
    Hao, Zhanjun
    Li, Yan
    ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 220-223 : 2546 - 2554
  • [24] Elman neural network-based identification of rate-dependent hysteresis in piezoelectric actuators
    Zhao, Xinlong
    Shen, Shuai
    Su, Liangcai
    Yin, Xiuxing
    JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 2020, 31 (07) : 980 - 989
  • [25] Trajectory control based on a modified Elman neural network
    Gao, XZ
    Gao, XM
    Ovaska, SJ
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 2505 - 2510
  • [26] Identification of PMSM Based on EKF and Elman Neural Network
    Wang Song
    Shi Shuang-shuang
    Chen Chao
    Yang Gang
    Qu Zhi-jian
    2009 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS ( ICAL 2009), VOLS 1-3, 2009, : 1459 - +
  • [27] Dynamic Matrix Control Based on Elman Neural Network
    Bai, Jing
    Pu, Tiecheng
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1083 - 1086
  • [28] PCA-Based Elman Neural Network Algorithm
    Ding, Shifei
    Jia, Weikuan
    Su, Chunyang
    Xu, Xinzheng
    Zhang, Liwen
    ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2008, 5370 : 315 - +
  • [29] Channel quality evaluation based on Elman neural network
    Zhang, JianMin
    Dai, YaWen
    2021 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, INFORMATION AND COMMUNICATION ENGINEERING, 2021, 11933
  • [30] A Neural Network Based Model for Predicting Psychological Conditions
    Dabek, Filip
    Caban, Jesus J.
    BRAIN INFORMATICS AND HEALTH (BIH 2015), 2015, 9250 : 252 - 261
12345