DocumentCode
2496699
Title
Interior point based continuous methods for linear programming
Author
Liao, Li-Zhi
Author_Institution
Dept. of Math., Hong Kong Baptist Univ., Kowlooπ, China
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
3
Abstract
In this paper, the interior point based continuous method is proposed for linear programming. The continuous method model can be viewed as the continuous realization of the existing interior point method for linear programming. Our study will be under the framework of the continuous method for optimization. As a result, we are able to study the behaviors of these continuous method models in a unified format. A key component of the continuous method is an ordinary differential equation (ODE), which is established based on the interior point method for linear programming. The properties of the ODE along with the convergence issues will be addressed.
Keywords
convergence; differential equations; linear programming; convergence issues; interior point based continuous methods; linear programming; ordinary differential equation;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location
Barcelona
ISSN
1098-7576
Print_ISBN
978-1-4244-6916-1
Type
conf
DOI
10.1109/IJCNN.2010.5596873
Filename
5596873
Link To Document