Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)

A new type of optimization method based on conjugate directions

Authors
Xin Pan
Corresponding Author
Xin Pan
Available Online February 2013.
DOI
https://doi.org/10.2991/isccca.2013.9How to use a DOI?
Keywords
optimization, large scale problems, conjugate directions, quadratic termination property
Abstract

A new type of optimization method based on conjugate directions is proposed in this paper. It can be proved that this type of method has quadratic termination property without exact line search. The new method requires only the storage of 4 vectors such that it is suitable for large scale problems. Numerical experiences show that the new method is effective.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
Series
Advances in Intelligent Systems Research
Publication Date
February 2013
ISBN
978-90-78677-63-5
ISSN
1951-6851
DOI
https://doi.org/10.2991/isccca.2013.9How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xin Pan
PY  - 2013/02
DA  - 2013/02
TI  - A new type of optimization method based on conjugate directions
BT  - Proceedings of the 2nd International Symposium on Computer, Communication, Control and Automation (ISCCCA 2013)
PB  - Atlantis Press
SP  - 32
EP  - 36
SN  - 1951-6851
UR  - https://doi.org/10.2991/isccca.2013.9
DO  - https://doi.org/10.2991/isccca.2013.9
ID  - Pan2013/02
ER  -