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Modeling chemical reaction networks on the Pontryagin bundle with the Hamilton-Pontryagin approach

机译:用Hamilton-Pontryagin方法建模化学反应网络在Pontryagin捆绑上

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The Lagrange-d'Alembert-Pontryagin principle is a versatile approach to model dynamical systems including resistive forces from the Lagrangian view. We show in this work, how this method can be applied to open stoichiometric reaction networks. We define a degenerate Lagrangian as the sum of the chemical potential of the different chemical species, and define the Lagrangian forces as connection between chemical affinities and the reaction fluxes. We used this formulation to apply a variational approach including only one kinetic parameter per chemical reaction. Moreover, the stoichiometry of the network is used to define a Dirac structure, which includes all stoichiometric constraints and is defined as the Whitney sum of a distribution and its annihilator. By these means we derive the equations for mass-action kinetics as implicit Euler-Lagrange equations. This results in possible access to variational optimization methods and a direct access to variational integrators for biochemical reaction networks.
机译:Lagrange-D'Albert-Pontryagin原理是一种多功能的方法,可以模拟动态系统,包括来自拉格朗日视图的电阻力。我们在这项工作中展示了这种方法,如何应用于开放化学计量反应网络。我们将堕落拉格朗日定义为不同化学物质的化学潜力的总和,并将拉格朗日的力定义为化学亲和力与反应通量之间的关系。我们利用该配方应用了各种化学反应仅一种动力学参数的变分方法。此外,网络的化学计量法用于定义狄拉克结构,其包括所有化学计量约束,并且被定义为分布的粉丝和其湮灭器。通过这些方式,我们将大规模动作动力学的方程导出为隐式欧拉拉格朗日方程。这导致可能访问变分优化方法和用于生化反应网络的变分积分器的直接访问。

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