LS-SVM based solution for delay differential equations

Siamak Mehrkanoon*, Johan A.K. Suykens

*Corresponding author for this work

Research output: Contribution to journalConference articleAcademicpeer-review


In this paper a new approach based on Least Squares Support Vector Machines (LS-SVMs) is proposed for solving delay differential equations (DDEs) with single-delay. The proposed method provides a closed form approximate model based solution without using any interpolation techniques. The result of this paper can be extended for DDE with multi-lags. The results of some numerical experiments are presented and compared with analytic solutions to confirm the validity and applicability of the proposed method.

Original languageEnglish
Article number012041
JournalJournal of Physics: Conference Series
Issue number1
Publication statusPublished - 2013
Event1st International Conference on Mathematical Modelling in Physical Sciences, IC-MSQUARE 2012 - Budapest, Hungary
Duration: 3 Sept 20127 Sept 2012


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