Study on the solving method of electromagnetic field forward problem based on support vector machine

Author

An, Jin-long ; Ma, Zhen-ping

Author_Institution

Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China

Volume

3

fYear

2010

fDate

11-14 July 2010

Firstpage

1505

Lastpage

1509

Abstract

The solving methods of high-order ordinary differential equations and partial differential equations with various boundary conditions are introduced. A new method based on support vector machine is proposed to solve high-order ordinary differential equations and partial differential equations with various boundary conditions. The construction method of approximate solution function is given in detail. And the validity of the new solving method which is based on support vector machine to solve electromagnetic field forward problem is verified.

Keywords

electrical engineering computing; electromagnetic fields; partial differential equations; support vector machines; electromagnetic field forward problem; high-order ordinary differential equations; partial differential equations; support vector machine; Boundary conditions; Electromagnetic fields; Least squares approximation; Support vector machines; Training; Electromagnetic field forward problem; Ordinary differential equations; Support vector machine;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics (ICMLC), 2010 International Conference on

Conference_Location

Qingdao

Print_ISBN

978-1-4244-6526-2

Type

conf

DOI

10.1109/ICMLC.2010.5580827

Filename

5580827