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Optimization of the therapy of viral infections using fuzzy techniques

机译:使用模糊技术优化病毒感染的治疗

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This work concerns the optimization of treatment schemes for viral infections using drugs that stimulate the humoral immune response. The dynamics of the disease is based on Marchuk's formulation of the behavior of immune systems. The model is extended to include the effect of treatment and to allow a representation of the pathological consequences of the infection and the side effects of the drugs on the patient. The performance index uses the concept of fuzzy sets to model non-exact subjective quantities such as patient well-being, that should be traded off against quantities that can be objectively measured, such as cost of medication. The admissible controls are assumed to belong to the class of piecewise constant functions. A numerical example using influenza dynamics show a considerable improvement of the optimized drug administration policy, when compared to non-optimized policies, in terms of reduction in the achieved performance index.
机译:这项工作涉及使用刺激体液免疫反应的药物优化病毒感染的治疗方案。该疾病的动力学是基于Marchuk对免疫系统行为的表述。该模型被扩展为包括治疗效果,并可以表示感染的病理后果以及药物对患者的副作用。绩效指数使用模糊集的概念来建模非精确的主观量,例如患者的幸福感,这些主观量应与可以客观衡量的量(例如药物成本)进行权衡。假定允许的控件属于分段常数函数的类别。与未优化的策略相比,使用流感动力学的数值示例显示了优化药物管理策略的显着改进,这是降低了所达到的性能指标。

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