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PLMaddon: a power-law module for the Matlab(TM) SBToolbox

机译:PLMaddon:用于Matlab™SBToolbox的功率定律模块

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摘要

PLMaddon is a General Public License (GPL) software module designed to expand the current version of the SBToolbox (a Matlab(TM) toolbox for systems biology; www.sbtoolbox.org) with a set of functions for the analysis of power-law models, a specific class of kinetic models, set in ordinary differential equations (ODE) and in which the kinetic orders can have positiveegative non-integer values. The module includes functions to generate power-law Taylor expansions of other ODE models (e. g. Michaelis-Menten type models), as well as algorithms to estimate steady-states. The robustness and sensitivity of the models can also be analysed and visualized by computing the power-law's logarithmic gains and sensitivities.
机译:PLMaddon是通用公共许可证(GPL)软件模块,旨在扩展SBToolbox(用于系统生物学的Matlab™工具箱; www.sbtoolbox.org)的当前版本,并具有用于分析幂律模型的一组功能。 ,是一类特殊的动力学模型,设置在常微分方程(ODE)中,其中动力学阶数可以具有正/负非整数值。该模块包括用于产生其他ODE模型(例如,Michaelis-Menten类型模型)的幂律泰勒展开的函数,以及估计稳态的算法。还可以通过计算幂律的对数增益和灵敏度来分析和可视化模型的鲁棒性和灵敏度。

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