Evolutionary analysis of vaccination strategies for infectious diseases considering neutral strategy

  • Xueyu Meng
  • , Huiyin Cao
  • , Muhammad Rashid Bhatti
  • , Zhiqiang Cai

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In this paper, we propose an evolutionary game model of epidemic vaccination strategies considering neutral strategy on the homogeneous network. By establishing a state layer and a strategy layer for each individual in the network, we conduct an evolutionary game analysis of epidemic vaccination strategies. Firstly, we take into account various factors such as vaccination effectiveness, government subsidy rate, treatment discount rate, vaccination cost and treatment cost based on the traditional SIR model. We fully analyze various risk factors affecting vaccination. In the strategy layer, we introduce a new neutral strategy. Then, we analyze the proportion of individuals and game benefit of each strategy and use the mean field theory to establish a dynamic equation based on the proposed model. Simulation results show that in order to increase the number of individuals vaccinated when the network evolution is stable, the vaccination effectiveness should be increased and vaccination cost should be reduced. For government decision making, choosing the appropriate vaccination cost determines whether the network evolves towards vaccination strategy.

Original languageEnglish
Title of host publication2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020
PublisherIEEE Computer Society
Pages1001-1005
Number of pages5
ISBN (Electronic)9781538672204
DOIs
StatePublished - 14 Dec 2020
Event2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020 - Virtual, Singapore, Singapore
Duration: 14 Dec 202017 Dec 2020

Publication series

NameIEEE International Conference on Industrial Engineering and Engineering Management
Volume2020-December
ISSN (Print)2157-3611
ISSN (Electronic)2157-362X

Conference

Conference2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020
Country/TerritorySingapore
CityVirtual, Singapore
Period14/12/2017/12/20

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Evolutionary game
  • Mean field theory
  • Neutral strategy
  • Vaccination of infectious disease

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