標題: Evolution - Based gene regulatory network of yeast cell cycle
作者: Shinq-Jen Wu
Cheng-Tao Wu
Chia-Hsien Chou
Tsu-Tian Lee
電控工程研究所
Institute of Electrical and Control Engineering
公開日期: 2006
摘要: In the work, we try to construct the corresponding S-system and modified power-low model from a dataset. These two mathematical models are highly nonlinear. Though they can clearly describe reactions among genes in the biological system, the identification is a tough work, especially for huge genes. We adopt the evolution strategy to achieve 16-genes modeling with 544 or 288 parameters. The time-course data of the yeast cell cycle is concerned. The proposed two different gene regulatory networks and their corresponding pathways can provide biological researchers for further experiments in yeast cell cycle control.
URI: http://dx.doi.org/10.1109/ICSMC.2006.384893
http://hdl.handle.net/11536/135197
ISBN: 978-1-4244-0099-7
ISSN: 1062-922X
DOI: 10.1109/ICSMC.2006.384893
期刊: 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS
起始頁: 1291
結束頁: +
Appears in Collections:Conferences Paper