Optimal control of an online game addiction model with positive and negative media reports

被引:12
作者
Li, Tingting [1 ]
Guo, Youming [1 ]
机构
[1] Guilin Univ Technol, Coll Sci, Guilin 541004, Guangxi, Peoples R China
关键词
Game addiction model; Media reports; Stability; Forward and backward sweep method; Optimal control; EPIDEMIC MODEL; STABILITY; COVERAGE; IMPACT;
D O I
10.1007/s12190-020-01451-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In the spread of infectious diseases, media reports have played a positive role. However, in the process of game communication, there are not only positive but also negative media reports. Therefore, in this paper, we establish a model with positive and negative media reports to analyze the role of media reports in the process of game communication. First, we study its positivity and boundedness, and calculate the basic reproduction number R-0 under three different incidence rates. The existence and stability of the equilibria are proved. Secondly, the optimal control problem is studied by adding two dynamic variables of media reports. Finally, in the simulation we simulate the stability of the equilibria, so as to verify the correctness of the theory. Then the influence of media parameters on R-0 is analyzed. The numerical results of optimal control are simulated by forward and backward sweep method. By comparing the results of the optimal control and without control, the media coverage should be controlled according to the optimal control measures shown in this paper. The serious situation of game addiction will be greatly alleviated, which can reduce the infection rate by at least 90%.
引用
收藏
页码:599 / 619
页数:21
相关论文
共 32 条
[31]   Optimal control strategies for tuberculosis dynamics with exogenous reinfections in case of treatment at home and treatment in hospital [J].
Yildiz, Tugba Akman ;
Karaoglu, Esra .
NONLINEAR DYNAMICS, 2019, 97 (04) :2643-2659
[32]   Treatments of internet gaming disorder: a systematic review of the evidence [J].
Zajac, Kristyn ;
Ginley, Meredith K. ;
Chang, Rocio .
EXPERT REVIEW OF NEUROTHERAPEUTICS, 2020, 20 (01) :85-93