Combinatorial metaheuristics applied to infectious disease models

被引：0

作者：

Jose Fallas-Monge, Juan ^{[1
]}

Chavarria-Molina, Jeffry ^{[1
]}

Alpizar-Brenes, Geisel ^{[1
]}

机构：

[1] Costa Rican Inst Technol, Sch Math, Cartago, Costa Rica

来源：

2016 IEEE 36TH CENTRAL AMERICAN AND PANAMA CONVENTION (CONCAPAN XXXVI) | 2016年

关键词：

metaheuristics; simulated annealing; genetic algorithm; infectious disease; SIR model; SIS model;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

An experiment applying two combinatorial heuristics to three optimization problems related to infectious disease models is presented (SIR and SIS models). The study used the genetic and simulated annealing algorithms to determine the best combination for selected control measures in order to minimize the number of infected individuals and the cost of applying those measures.

引用

页数：6

共 12 条

[1]

Aarts EHL., 1990, SIMULATED ANNEALING

[2]

Abbass HA, 2002, DATA MINING: A HEURISTIC APPROACH, P2

[3]

[Anonymous], 2009, METAHEURISTICS DESIG, DOI DOI 10.1002/9780470496916

[4]

Arino J, 2006, FIELDS I COMMUN, V48, P1

[5]

Castillo-Chavez C, 2002, IMA VOL MATH APPL, V125, P165

[6]

Ding WD, 2010, DIMACS SER DISCRET M, V75, P109

[7] A NOTE ON THE USE OF OPTIMAL CONTROL ON A DISCRETE TIME MODEL OF INFLUENZA DYNAMICS [J].

Gonzalez-Parra, Paula A. ;

Lee, Sunmi ;

Velazquez, Leticia ;

Castillo-Chavez, Carlos .

MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2011, 8 (01) :183-197

[8] MULTIPLE OUTBREAKS FOR THE SAME PANDEMIC: LOCAL TRANSPORTATION AND SOCIAL DISTANCING EXPLAIN THE DIFFERENT "WAVES" OF A-H1N1PDM CASES OBSERVED IN MEXICO DURING 2009 [J].

Herrera-Valdez, Marco Arieli ;

Cruz-Aponte, Maytee ;

Castillo-Chavez, Carlos .

MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2011, 8 (01) :21-48

[9] Estimating spatial coupling in epidemiological systems: a mechanistic approach [J].

Keeling, MJ ;

Rohani, P .

ECOLOGY LETTERS, 2002, 5 (01) :20-29

[10]

Kramer A, 2010, STAT BIOL HEALTH, P1

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