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Maximum response perturbation-based control of virus infection model with time-delays

机译:具有时滞的基于最大响应扰动的病毒感染模型控制

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摘要

A new method for constructing the multi-modal impacts on the immune systemin the chronic phase of viral infection, based on mathematical models formulated with delay-differential equations is proposed. The so called, optimal disturbances, widely used in the aerodynamic stability theory for mathematical models without delays are constructed for perturbing the steady states of the dynamical system for maximizing the perturbation-induced response. The concept of optimal disturbances is generalized on the systems with delayed argument. An algorithm for computing the optimal disturbances is developed for such systems. The elaborated computational technology is tested on a system of four nonlinear delay-differential equations which represents the model of experimental infection in mice caused by lymphocytic choriomeningitis virus. The steady-state perturbations resulting in a maximum response were computed with the proposed algorithm for two types of steady states characterized by a low and a high levels of viral load. The possibility of correction of the infection dynamics and the restoration of virus-specific lymphocyte functioning of the immune system by perturbing the steady states is demonstrated.
机译:提出了一种基于时滞微分方程的数学模型,构建了病毒感染慢性期对免疫系统多模式影响的新方法。在空气动力学稳定性理论中广泛使用的无扰动数学模型,即所谓的最佳扰动,用于扰动动力学系统的稳态,以使扰动引起的响应最大化。最优扰动的概念被推广到带有延迟参数的系统上。针对此类系统开发了一种用于计算最佳干扰的算法。详细的计算技术在包含四个非线性延迟-微分方程的系统上进行了测试,该方程代表了小鼠淋巴细胞性脉络膜脑膜炎病毒引起的实验感染模型。所提出的算法针对两种类型的以低和高水平病毒载量为特征的稳态计算了导致最大响应的稳态扰动。证明了通过扰动稳态来校正感染动力学和恢复免疫系统的病毒特异性淋巴细胞功能的可能性。

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