DocumentCode
534668
Title
An Ant Colony Optimization for the network inference and parameter estimation of S-Systems
Author
Zuniga, Philip Christian C
Author_Institution
Dept. of Comput. Sci., Univ. of the Philippines-Diliman, Quezon City, Philippines
Volume
6
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
2363
Lastpage
2367
Abstract
In this paper, we propose an Ant Colony Optimization algorithm for the network inference and parameter estimation of S-Systems. The ACO has been used for various problems, and with several improvements, it can also be used to the problems that we are considering.
Keywords
biochemistry; complex networks; inference mechanisms; optimisation; parameter estimation; ACO; ant colony optimization algorithm; s-system network inference; s-system parameter estimation; Ant colony optimization; Approximation algorithms; Biological system modeling; Inference algorithms; Mathematical model; Optimization; Parameter estimation; Local Minimum; Network Inference; Parameter Estimation; S-Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5639727
Filename
5639727
Link To Document