DocumentCode :
430677
Title :
Application of dual projected pseudo quasi Newton algorithm in multicommodity network flow problems
Author :
Lin, Ch I-Hsin ; Lin, Shin-Yeu
Author_Institution :
Dept. of Electron. Eng., Kao Yuan Inst. of Technol., Kaohsiung, Taiwan
Volume :
1
fYear :
2004
fDate :
6-9 Dec. 2004
Firstpage :
229
Abstract :
In the paper, we apply a method for solving multicommodity network flow problems, which has important applications in communication networks. This method combines a projected quasi-Newton method and a dual projected pseudo quasi-Newton (DPPQN) method. We use a sparse-block-matrix technique and the finite iteration scaled projection technique to enhance the computational efficiency of DPPQN method. Compared with the Frank-Wolfe with PARTAN algorithm, we show the efficiency of our method by several numerical examples.
Keywords :
Newton method; sparse matrices; telecommunication network routing; PARTAN algorithm; communication network; dual projected pseudo quasi Newton algorithm; finite iteration scaled projection; multicommodity network flow problem; sparse-block-matrix; Communication networks; Control engineering; Cost function; Intelligent networks; Quadratic programming; Routing; Terminology; Transportation; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2004. Proceedings. The 2004 IEEE Asia-Pacific Conference on
Print_ISBN :
0-7803-8660-4
Type :
conf
DOI :
10.1109/APCCAS.2004.1412734
Filename :
1412734
Link To Document :
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