On multiplex combination forecasting model based on GA and ANN

被引：0
|
作者：
Li Junfeng [1 ,2 ]
Yang Aiping [3 ]
Dai Wenzham [1 ]
Pan Haipeng [1 ]
机构：
[1] Zhejiang Univ Sci, Dept Automat Control, Hangzhou 310018, Zhejiang, Peoples R China
[2] Donghua Univ, Coll Mech Engn, Shanghai 200051, Peoples R China
[3] Zhejiang Univ Finance & Econ, Foreign Languages Sch, Hangzhou 310018, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3 | 2007年
关键词：
multiplex combination forecasting; artificial neural network; genetic algorithm;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new idea of the multiplex combination forecasting method based on genetic algorithm and artificial neural network is put forward. First, the frame of ANN for forecasting is constructed .Second, the algorithm for solving the weight of ANN by using of GA is presented .Finally, the method proposed in this paper is applied and results show its effectiveness.
引用
收藏
页码：251 / +
页数：3
相关论文
共 50 条
  • [41] The Combination Forecasting Model for Power Load Based on Evidential Theory
    Niu, Dongxiao
    Kou, Bingen
    Chu, Ye
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL IV, PROCEEDINGS, 2009, : 402 - 405
  • [42] Lane-based short-term urban traffic forecasting with GA designed ANN and LWR models
    Raza, Asif
    Zhong, Ming
    WORLD CONFERENCE ON TRANSPORT RESEARCH - WCTR 2016, 2017, 25 : 1430 - 1443
  • [43] Evaluation and Verification of Patent Value Based on Combination Forecasting Model
    Xiao, Xiaoqing
    Duan, Xinhui
    Zhao, Yongfa
    Pan, Junzhen
    Shen, Guiquan
    Pan, Xiaomei
    Wang, Quanxi
    Lutfi, Bishr
    APPLIED MATHEMATICS AND NONLINEAR SCIENCES, 2022, 8 (01) : 715 - 722
  • [44] Research on Financial Early Warning Based on Combination Forecasting Model
    Kuang, Jin
    Chang, Tse-Chen
    Chu, Chia-Wei
    SUSTAINABILITY, 2022, 14 (19)
  • [45] An efficient power load forecasting model based on the optimized combination
    Fang, Jicheng
    Shen, Dongqin
    Li, Xiuyi
    Li, Huijia
    MODERN PHYSICS LETTERS B, 2020, 34 (12):
  • [46] The Forecast of Port Cargo Throughput Based on Combination Forecasting Model
    Hou, Jiaqi
    Chen, Yan
    Li, Taoying
    2014 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2014), VOL 1, 2014, : 585 - 588
  • [47] Taxi Demand Prediction Based on a Combination Forecasting Model in Hotspots
    Liu, Zhizhen
    Chen, Hong
    Li, Yan
    Zhang, Qi
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [48] Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification
    Haddadi G., Ataollah
    Sahebi, Mahmodreza
    ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2011, PT I, 2011, 6691 : 207 - 214
  • [49] A GA-Based Sales Forecasting Model Incorporating Promotion Factors
    Wang, Li-Chih
    Wang, Chin-Lien
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2010, 9 (02) : 520 - 535
  • [50] Combing ANN with GLAR model for coal demand forecasting
    Yao, Ping
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL IV: MODELLING AND SIMULATION IN BUSINESS, MANAGEMENT, ECONOMIC AND FINANCE, 2008, : 124 - 129
12345