A hybrid model for HIV transmission among men who have sex with men

被引:1
作者
Zhong, Chongpeng [1 ]
Sun, Mingzhu [1 ]
Yao, Wei [1 ]
机构
[1] Fudan Univ, Shanghai Key Lab Acupuncture Mech & Acupoint Func, Dept Aeronaut & Astronaut, 220 Handan Rd, Shanghai 200433, Peoples R China
关键词
MSM; HIV; Complex network; Cellular automata; Hybrid model; EPIDEMICS;
D O I
10.1016/j.idm.2020.08.015
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
AIDS has spread throughout the world for decades. Men who have sex with men (MSM) is the harder-hit sector of sexually transmitted diseases due to their physiological characteristics. However, because homosexuals suffer discrimination and exclusion in many aspects, the relevant data about the spread of HIV in this group are scarce. Therefore, building a network model to study and analyze this problem can provide valuable reference for the prevention of HIV. Complex network can establish fixed edges between vertices, and ignores the spatial characteristics of the network. These two aspects are exactly what cellular automata are good at, but cellular automata are rarely used in the problem of HIV propagation among MSM populations. Therefore, we combined the advantages of these two methods, and got a new hybrid model. It may provide us with some theoretical factors that affect the spread of HIV and provide guidance for the actual prevention work. (C) 2020 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd.
引用
收藏
页码:814 / 826
页数:13
相关论文
共 26 条
[1]   Epidemic spreading in a finite-precision BA model [J].
Ababou, M. ;
Vandewalle, N. ;
Moussa, N. ;
El Bouziani, M. ;
Ludewig, F. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (20) :3573-3578
[2]   On some applications of cellular automata [J].
Ahmed, E ;
Elgazzar, AS .
PHYSICA A, 2001, 296 (3-4) :529-538
[3]  
amfAR M. S. M., 2008, SPECIAL REPORT
[4]  
Athithan S, 2014, J COMPUTATIONAL ENV, V2014, DOI [DOI 10.1155/2014/518053, 10.1155/2014/518053]
[5]  
Bailey N. T. J., 1975, The Mathematical Theory of Infectious Diseases and Its Application, V2nd
[6]  
Chinaglia M., 2008, HORIZONS FINAL REPOR
[7]   Impact of neighborhood structure on epidemic spreading by means of Cellular Automata Approach [J].
Cisse, B. ;
El Yacoubi, S. ;
Tridane, A. .
2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2013, 18 :2603-2606
[8]  
Hiv and aging, 2013, SPEC SUPPL UNAIDS RE
[9]   A novel small-world model: Using social mirror identities for epidemic simulations [J].
Huang, CY ;
Sun, CT ;
Hsieh, JL ;
Chen, YMA ;
Lin, HL .
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2005, 81 (10) :671-699
[10]   Fabrication and morphological characterization of microencapsulated phase change materials (MicroPCMs) and macrocapsules containing MicroPCMs for thermal energy storage [J].
Li, Wei ;
Zhang, Xing-xiang ;
Wang, Xue-chen ;
Tang, Guo-yi ;
Shi, Hai-feng .
ENERGY, 2012, 38 (01) :249-254