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Updated: Jul 10, 2026

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
Published on: December 7, 2021
Computation intelligent for eukaryotic cell-cycle gene network
Shinq-Jen Wu1, Cheng-Tao Wu, Tsu-Tian Lee
1Dept. of Electr. Eng., Da-Yeh Univ., Chang-Hwa, Taiwan, ROC. jen@cn.nctu.edu.tw
Abstract:
Computational intelligent approaches is adopted to construct the S-system of eukaryotic cell cycle for further analysis of genetic regulatory networks. A highly nonlinear power-law differential equation is constructed to describe the transcriptional regulation of gene network from the time-courses dataset. Global artificial algorithm, based on hybrid differential evolution, can achieve global optimization for the highly nonlinear differential gene network modeling. The constructed gene regulatory networks will be a reference for researchers to realize the inhibitory and activatory operator for genes synthesis and decomposition in Eukaryotic cell cycle.
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