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Self-Awareness-Based Resource Allocation Strategy for Containment of Epidemic Spreading
المؤلفون المشاركون
Wang, Wei
Chen, Xiaolong
Liu, Quanhui
Wang, Ruijie
Li, Qing
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-05-23
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Resource support between individuals is of particular importance in controlling or mitigating epidemic spreading, especially during pandemics.
However, there remains the question of how we can protect ourselves from being infected while helping others by donating resources in fighting against the epidemic.
To answer the question, we propose a novel resource allocation model by considering the awareness of self-protection of individuals.
In the model, a tuning parameter is introduced to quantify the reaction strength of individuals when they are aware of the disease.
And then, a coupled model of resource allocation and disease spreading is proposed to study the impact of self-awareness on resource allocation and its impact on the dynamics of epidemic spreading.
Through theoretical analysis and extensive Monte Carlo simulations, we find that in the stationary state, the system converges to two states: the whole healthy or the completely infected, which indicates an abrupt increase in the prevalence when there is a shortage of resources.
More importantly, we find that too cautious and too selfless for the people during the outbreak of an epidemic are both not suitable for disease control.
Through extensive simulations, we locate the optimal point, at which there is a maximum value of the epidemic threshold, and an outbreak can be delayed to the greatest extent.
At last, we study further the effects of the network structure on the coupled dynamics.
We find that the degree heterogeneity promotes the outbreak of disease, and the network structure does not alter the optimal phenomenon in behavior response.
Based on the results of this study, a constructive suggestion is that in the face of a global pandemic, individuals or countries should strengthen mutual support and cooperation while doing their own prevention to suppress the epidemic optimally.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Chen, Xiaolong& Liu, Quanhui& Wang, Ruijie& Li, Qing& Wang, Wei. 2020. Self-Awareness-Based Resource Allocation Strategy for Containment of Epidemic Spreading. Complexity،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1141390
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Chen, Xiaolong…[et al.]. Self-Awareness-Based Resource Allocation Strategy for Containment of Epidemic Spreading. Complexity No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1141390
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Chen, Xiaolong& Liu, Quanhui& Wang, Ruijie& Li, Qing& Wang, Wei. Self-Awareness-Based Resource Allocation Strategy for Containment of Epidemic Spreading. Complexity. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1141390
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1141390
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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