Approximate Solutions to Ordinary Differential Equations Using Least Squares Support Vector Machines

Siamak Mehrkanoon*, Tillmann Falck, Johan A. K. Suykens

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)1356-1367
Number of pages12
JournalIEEE Transactions on Neural Networks and Learning Systems
Volume23
Issue number9
DOIs
Publication statusPublished - Sep 2012
Externally publishedYes

Keywords

  • Closed-form approximate solution
  • collocation method
  • least squares support vector machines (LS-SVMs)
  • ordinary differential equations (ODEs)
  • BOUNDARY-VALUE-PROBLEMS
  • NEURAL-NETWORK METHOD
  • SOLVING ORDINARY
  • ALGORITHM

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