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Improving the solution of least squares support vector machines with application to a blast furnace system

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Publication:1952998
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DOI10.1155/2012/949654zbMath1264.68129OpenAlexW2012031823WikidataQ58906990 ScholiaQ58906990MaRDI QIDQ1952998

Yunquan Song, Ling Jian, Shu-Qian Shen

Publication date: 3 June 2013

Published in: Journal of Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2012/949654


zbMATH Keywords

conjugate gradient methodnumerical solutionssaddle point systemnull space methodMINRES method


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)



Uses Software

  • UCI-ml
  • PRMLT



Cites Work

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  • Benchmarking least squares support vector machine classifiers
  • Regularization networks and support vector machines
  • Solution of Sparse Indefinite Systems of Linear Equations
  • Chaos control using least-squares support vector machines
  • Iterative Krylov Methods for Large Linear Systems




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