Application Of Particle Swarm Optimization and Improved PSO-BP Algorithm in Computer Forecasting Model

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Vydáno v:Journal of physics. Conference series Ročník 2033; číslo 1; s. 12099 - 12105
Hlavní autor: Ji, Fengchi
Médium: Journal Article
Jazyk:angličtina
Vydáno: IOP Publishing 01.09.2021
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ISSN:1742-6588, 1742-6596
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Author Ji, Fengchi
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References Cheng (JPCS_2033_1_012099bib1) 2012; 29
Qin (JPCS_2033_1_012099bib5) 2008
Wang (JPCS_2033_1_012099bib3) 2010; 29
Cui (JPCS_2033_1_012099bib4) 2009; 40
Wang (JPCS_2033_1_012099bib2) 2020; 47
References_xml – volume: 29
  start-page: 78
  year: 2010
  ident: JPCS_2033_1_012099bib3
  article-title: The application of BP neural network in stock forecasting [J]
  publication-title: Microcomputers and Applications
– volume: 40
  start-page: 190
  year: 2009
  ident: JPCS_2033_1_012099bib4
  article-title: Combination prediction model based on particle swarm improved BP neural network and its application [J]
  publication-title: Journal of Central South University (Natural Science Edition)
– volume: 29
  start-page: 343
  year: 2012
  ident: JPCS_2033_1_012099bib1
  article-title: Stock price prediction based on ARIMA-SVM combination model [J]
  publication-title: Computer Simulation
– volume: 47
  start-page: 491
  year: 2020
  ident: JPCS_2033_1_012099bib2
  article-title: Short-term stock trend prediction based on multi-category feature system [J]
  publication-title: Computer Science
– start-page: 66
  year: 2008
  ident: JPCS_2033_1_012099bib5
  article-title: Application of BP network based on improved particle swarm optimization algorithm in stock forecasting [J]
  publication-title: Computer Engineering and Science
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SubjectTerms ARIMA
BP neural network
forecasting accuracy
particle swarm optimization
stock forecasting
Title Application Of Particle Swarm Optimization and Improved PSO-BP Algorithm in Computer Forecasting Model
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