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Controller Design Method of Gene Networks byNetwork Learning and Its Performance Evaluation

机译:基于网络学习的基因网络控制器设计方法及其性能评估

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Investigating gene regulatory networks is important to understand mechanism of cellular functions. Recently, construction of gene networks having desired functions is of interest to many researchers because it is a complementary approach to understanding gene regulatory networks, and it could be the first step to control living cells. A synthesis method of gene networks based on given gene expression pattern sequences by network learning was already proposed. The objective of the paper is to apply the synthesis method to a controller design problem and to evaluate performance of the method. Some numerical experiments are given to evaluate the performance of the proposed method.
机译:研究基因调控网络对理解细胞功能机制很重要。最近,具有所需功能的基因网络的构建引起许多研究人员的兴趣,因为它是理解基因调控网络的一种补充方法,并且它可能是控制活细胞的第一步。已经提出了一种通过网络学习基于给定基因表达模式序列的基因网络合成方法。本文的目的是将综合方法应用于控制器设计问题并评估该方法的性能。进行了一些数值实验,以评估该方法的性能。

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