Abstract:This paper applies a real structural genetic algorithm (RSGA) to simultaneously identify network structure and estimate system parameters for a robust biological oscillator with specific oscillation frequency. At present, a repressilator with oscillation phenomenon has been successfully built in Escherichia coli (E. coli) and its function is to harmonize cell-cell communication. However, stochastic molecular perturbations may affect the oscillatory behaviors and the network structure is unknown beforehand. We … Show more
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