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相关论文: Lockdown interventions in SIR model: Is the reprod…

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To curb the spread of COVID-19, many governments around the world have implemented tiered lockdowns with varying degrees of stringency. Lockdown levels are typically increased when the disease spreads and reduced when the disease abates. A…

种群与进化 · 定量生物学 2020-11-16 Laurentz E. Olivier , Stefan Botha , Ian K. Craig

We devise a theoretical model for the optimal dynamical control of an infectious disease whose diffusion is described by the SVIR compartmental model. The control is realized through implementing social rules to reduce the disease's spread,…

最优化与控制 · 数学 2022-08-10 Alessandro Ramponi , Maria Elisabetta Tessitore

This article considers the optimal control of the SIR model with both transmission and treatment uncertainty. It follows the model presented in Gatto and Schellhorn (2021). We make four significant improvements on the latter paper. First,…

最优化与控制 · 数学 2021-05-20 Yujia Ding , Henry Schellhorn

We consider the problem of the optimal allocation of vaccination and protection measures for the Susceptible-Infected-Recovered-Infected (SIRI) epidemiological model, which generalizes the classical Susceptible-Infected-Recovered (SIR) and…

最优化与控制 · 数学 2025-05-09 Urmee Maitra , Ashish R. Hota , Rohit Gupta , Alfred O. Hero

We study an optimal control problem where the objective is to find the best vaccine allocation during an epidemic outbreak. The epidemic dynamics is described by an age-structured SIR model with nonlocal interactions. Both the infection and…

最优化与控制 · 数学 2026-05-19 Luís Almeida , Romain Ducasse , Elisa Paparelli

Governments across the world are currently facing the task of selecting suitable intervention strategies to cope with the effects of the COVID-19 pandemic. This is a highly challenging task, since harsh measures may result in economic…

最优化与控制 · 数学 2021-01-19 Andreas Kasis , Stelios Timotheou , Nima Monshizadeh , Marios Polycarpou

How much and when should we limit economic and social activity to ensure that the health-care system is not overwhelmed during an epidemic? We study a setting where ICU resources are constrained while suppression is costly (e.g., limiting…

理论经济学 · 经济学 2020-05-05 Laurent Miclo , Daniel Spiro , Jörgen Weibull

We propose and study a compartmental model for epidemiology with human behavioral effects. Specifically, our model incorporates governmental prevention measures aimed at lowering the disease infection rate, but we split the population into…

系统与控制 · 电气工程与系统科学 2026-02-16 Chloe Ngo , Christian Parkinson , Weinan Wang

This paper utilizes a stochastic Susceptible-Infected-recovered (SIR) model with a non-linear incidence rate to perform a detailed mathematical study of optimal lock-down intensity and vaccination rate under the COVID-19 pandemic…

最优化与控制 · 数学 2022-09-29 Paramahansa Pramanik

Covid-19 is raging a devastating trail with the highest mortality-to-infected ratio ever for a pandemic. Lack of vaccine and therapeutic has rendered social exclusion through lockdown as the singular mode of containment. Harnessing the…

定量方法 · 定量生物学 2020-09-14 Amit k Chattopadhyay , Debajyot Choudhury , Goutam Ghosh , Bidisha Kundu , Sujit Kumar Nath

This paper studies an optimal control problem for a class of SIR epidemic models, in scenarios in which the infected population is constrained to be lower than a critical threshold imposed by the ICU (intensive care unit) capacity. The…

最优化与控制 · 数学 2024-12-31 Matteo Della Rossa , Lorenzo Freddi , Dan Goreac

After the first lockdown in response to the COVID-19 outbreak, many countries faced difficulties in balancing infection control with economics. Due to limited prior knowledge, economists began researching this issue using cost-benefit…

种群与进化 · 定量生物学 2021-10-19 Tsuyoshi Hondou

The COVID-19 pandemic constitutes one of the largest threats in recent decades to the health and economic welfare of populations globally. In this paper, we analyze different types of policy measures designed to fight the spread of the…

综合经济学 · 经济学 2020-11-03 Philipp Bach , Victor Chernozhukov , Martin Spindler

During the COVID-19 pandemic of 2019/2020, authorities have used temporary ad-hoc policy measures, such as lockdowns and mass quarantines, to slow its transmission. However, the consequences of widespread use of these unprecedented measures…

Restrictions on social and economic activities, as well as vaccinations, have been a key intervention in containing the COVID-19 epidemic. Our work focuses on better understanding the options available to policymakers under the conditions…

最优化与控制 · 数学 2023-09-07 Franco Galante , Chiara Ravazzi , Michele Garetto , Emilio Leonardi

The aim of this paper is to provide a rigorous mathematical analysis of an optimal control problem of a SIR epidemic on an infinite horizon. A state constraint related to intensive care units (ICU) capacity is imposed and the objective…

最优化与控制 · 数学 2024-03-12 Lorenzo Freddi , Dan Goreac

Motivated by the ongoing pandemic COVID-19, we propose a closed-loop framework that combines inference from testing data, learning the parameters of the dynamics and optimal resource allocation for controlling the spread of the…

物理与社会 · 物理学 2021-04-27 Ashish R. Hota , Jaydeep Godbole , Philip E Paré

The traditional long-term solutions for epidemic control involve eradication or population immunity. Here, we analytically derive the existence of a third viable solution: a stable equilibrium at low case numbers, where…

种群与进化 · 定量生物学 2021-10-15 Sebastian Contreras , Jonas Dehning , Sebastian B. Mohr , Simon Bauer , F. Paul Spitzner , Viola Priesemann

A pandemic is the spread of a disease across large regions, and can have devastating costs to the society in terms of health, economic and social. As such, the study of effective pandemic mitigation strategies can yield significant positive…

人工智能 · 计算机科学 2024-10-02 Ari Gestetner , Buser Say