Stock Market Forecast Based on Wavelet Neural Network Optimized by Cuckoo Search

被引：0
|
作者：
Zhi, Hua [1 ]
Zhang, Jinghuan [2 ]
Xue, Zheng [2 ]
Zhang, Yan [2 ]
机构：
[1] Univ Lanzhou, Sch Informat Sci & Engn, Lanzhou, Gansu, Peoples R China
[2] Jiuquan Satellite Launch Ctr, Jiuquan, Gansu, Peoples R China
来源：
PROCEEDINGS OF 2017 8TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2017) | 2017年
关键词：
Cuckoo Search; Wavelet Neural Network; Stock Market Forecast; LEVY FLIGHTS;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
As a typical nonlinear deterministic dynamical system, stock market can be predicted by Wavelet Neural Network. Since Cuckoo Search is a new heuristic bionic group intelligent optimization algorithm, it can be widely used in various optimization problems. In this paper, we use Cuckoo Search (CS) to optimize the initial parameters of wavelet neural network. Results of the experiment show that the optimized CS-WNN has higher prediction accuracy than the traditional WNN in stock market forecast.
引用
收藏
页码：560 / 562
页数：3
相关论文
共 50 条
  • [31] A Stock Decision Model Based on Optimized Neural Network Algorithm
    Zhang, Qiansheng
    Zhang, Jingru
    Chen, Zisheng
    Zhang, Miao
    Li, Songying
    [J]. FUZZY SYSTEMS AND DATA MINING V (FSDM 2019), 2019, 320 : 523 - 533
  • [32] Prediction Using Cuckoo Search Optimized Echo State Network
    Bala, Abubakar
    Ismail, Idris
    Ibrahim, Rosdiazli
    Sait, Sadiq M.
    Salami, Hamza Onoruoiza
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (11) : 9769 - 9778
  • [33] Prediction Using Cuckoo Search Optimized Echo State Network
    Abubakar Bala
    Idris Ismail
    Rosdiazli Ibrahim
    Sadiq M. Sait
    Hamza Onoruoiza Salami
    [J]. Arabian Journal for Science and Engineering, 2019, 44 : 9769 - 9778
  • [34] A method of crime rate forecast based on wavelet transform and neural network
    Mao, Li
    Du, Wei
    [J]. INTERNATIONAL JOURNAL OF EMBEDDED SYSTEMS, 2019, 11 (06) : 731 - 737
  • [35] Environmental data forecast and expression method based on wavelet neural network
    Zhang, DL
    Zhang, X
    Xu, DG
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 3, 2004, : 844 - 849
  • [36] Based on the wavelet neural network analysis and forecast of deformation monitoring data
    Zhou, Conglin
    Tang, Shihua
    Tang, Changzeng
    Huang, Qing
    Liu, Yintao
    Zhong, Xinying
    Li, Feida
    Xu, Hongwei
    [J]. INTERNATIONAL CONFERENCE ON INTELLIGENT EARTH OBSERVING AND APPLICATIONS 2015, 2015, 9808
  • [37] Network security situation awareness based on the optimized dynamic wavelet neural network
    [J]. Chao, Wang (diguatongxue@163.com), 2018, Femto Technique Co., Ltd. (20)
  • [38] A Water Quality Prediction Method Based on Long Short-Term Memory Neural Network Optimized by Cuckoo Search Algorithm
    Liu, Lingqi
    Zhao, Zhiyao
    Wang, Xiaoyi
    Peng, Linyuan
    [J]. 2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3205 - 3210
  • [39] STOCK MARKET TREND PREDICTION-MARQUARDT NEURAL NETWORK OPTIMIZED BY GENETIC ALGORITHM
    Mirchandani, Bhisham
    Shah, Cinjal
    Nagarsheth, Kaushal
    Kumbhare, Reena
    Kulkarni, Sukanya
    [J]. 4TH INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGY AND ENGINEERING (ICSTE 2012), 2012, : 521 - 527
  • [40] Software Defect Prediction Based on Elman Neural Network and Cuckoo Search Algorithm
    Song K.
    Lv S.
    Hu D.
    He P.
    [J]. Mathematical Problems in Engineering, 2021, 2021
12345