The Application of the Genetic Anneal Simulation Support Vector Machine on the Predicting of the Consumer Price Index

被引：0
|
作者：
Luo Fangqiong [1 ]
Huang Shengzhong [1 ]
机构：
[1] Liuzhou Teachers Coll, Dept Math & Comp Sci, Liuzhou 545004, Guangxi, Peoples R China
来源：
PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON COMMUNICATION, ELECTRONICS AND AUTOMATION ENGINEERING | 2013年 / 181卷
关键词：
support vector machine; consumer price index; predicting;
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 order to have the predicting of the consumer price index, the application of the support vector machine on the predicting of the consumer price index carried out. Firstly, the basic theory of the least square support vector machine was put forward, and then the genetic simulated annealing algorithm was put forward, and finally the case study was carried out, and the results showed that this new method had a higher ability of predicting.
引用
收藏
页码：545 / 550
页数：6
相关论文
共 50 条
  • [1] Predicting Daily Consumer Price Index Using Support Vector Regression Method
    Budiastuti, Intan Ari
    Nugroho, Supeno Mardi Susiki
    Hariadi, Mochamad
    [J]. 2017 15TH INTERNATIONAL CONFERENCE ON QUALITY IN RESEARCH (QIR) - INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND COMPUTER ENGINEERING, 2017, : 23 - 28
  • [2] Predicting Daily Consumer Price Index Using Support Vector Regression Method based Cloud Computing
    Nugroho, Supeno Mardi Susiki
    Budiastuti, Intan Ari
    Hariadi, Mochamad
    [J]. 2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 313 - 318
  • [3] Application of Genetic Arithmetic and Support Vector Machine in Prediction of Compression Index of Clay
    Shi, Xuchao
    Guo, Yingfei
    [J]. CIVIL ENGINEERING, ARCHITECTURE AND SUSTAINABLE INFRASTRUCTURE II, PTS 1 AND 2, 2013, 438-439 : 1167 - 1170
  • [4] Predicting Bidding Price in Construction using Support Vector Machine
    Petruseva, Silvana
    Sherrod, Phil
    Pancovska, Valentina Zileska
    Petrovski, Aleksandar
    [J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2016, 5 (02): : 143 - 151
  • [5] Support Vector Machine Algorithms: An Application to Ship Price Forecasting
    Theodore Syriopoulos
    Michael Tsatsaronis
    Ioannis Karamanos
    [J]. Computational Economics, 2021, 57 : 55 - 87
  • [6] Application of Support Vector Machine in Determination of Real Estate Price
    Zhang, Shihu
    [J]. ADVANCED BUILDING MATERIALS AND STRUCTURAL ENGINEERING, 2012, 461 : 818 - 821
  • [7] Application of Support Vector Machine Regression in Stock Price Forecasting
    Ding, Zhongxin
    [J]. BUSINESS, ECONOMICS, FINANCIAL SCIENCES, AND MANAGEMENT, 2012, 143 : 359 - 365
  • [8] Support Vector Machine Algorithms: An Application to Ship Price Forecasting
    Syriopoulos, Theodore
    Tsatsaronis, Michael
    Karamanos, Ioannis
    [J]. COMPUTATIONAL ECONOMICS, 2021, 57 (01) : 55 - 87
  • [9] Housing price forecasting based on genetic algorithm and support vector machine
    Gu Jirong
    Zhu Mingcang
    Jiang Liuguangyan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (04) : 3383 - 3386
  • [10] Startups and Consumer Purchase Behavior: Application of Support Vector Machine Algorithm
    Ebrahimi, Pejman
    Salamzadeh, Aidin
    Soleimani, Maryam
    Khansari, Seyed Mohammad
    Zarea, Hadi
    Fekete-Farkas, Maria
    [J]. BIG DATA AND COGNITIVE COMPUTING, 2022, 6 (02)
12345