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CADLIVE optimizer: web-based parameter estimation for dynamic models

机译:CADLIVE优化器:基于Web的动态模型参数估计

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Computer simulation has been an important technique to capture the dynamics of biochemical networks. In most networks, however, few kinetic parameters have been measured in vivo because of experimental complexity. We develop a kinetic parameter estimation system, named the CADLIVE Optimizer, which comprises genetic algorithms-based solvers with a graphical user interface. This optimizer is integrated into the CADLIVE Dynamic Simulator to attain efficient simulation for dynamic models.
机译:计算机模拟已经成为捕获生化网络动态的重要技术。但是,在大多数网络中,由于实验复杂性,很少在体内测量动力学参数。我们开发了一个动力学参数估算系统,称为CADLIVE Optimizer,它包括基于遗传算法的求解器和图形用户界面。该优化器已集成到CADLIVE动态仿真器中,可以对动态模型进行有效的仿真。

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