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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
DOI :
10.1109/BMEI.2010.5639727
