Krause's model of opinion dynamics on isolated time scales

被引:26
作者
Girejko, Ewa [1 ]
Machado, Luis [2 ]
Malinowska, Agnieszka B. [1 ]
Martins, Natalia [3 ]
机构
[1] Bialystok Tech Univ, Fac Comp Sci, PL-15351 Bialystok, Poland
[2] Univ Tras Os Montes Alto Douro UTAD, Dept Math, P-5001801 Vila Real, Portugal
[3] Univ Aveiro, Dept Math, CIDMA Ctr Res & Dev Math & Applicat, P-3810193 Aveiro, Portugal
关键词
discrete dynamic systems; consensus formation; cluster formation; bounded confidence; opinion dynamics; time scale calculus; subclass; 34N05; 39A12; CALCULUS; EQUATIONS; BAT;
D O I
10.1002/mma.3916
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We analyze a bounded confidence model, introduced by Krause, on isolated time scales. In this model, each agent takes into account only the assessments of the agents whose opinions are not too far away from its own opinion. We show that the behavior of the model depends strongly on the graininess function : If takes values in the interval ]0,1], then our discrete time scale model behaves similarly to the classical one, but if takes values in ]1,+[, then the model has different properties. Simulations are performed to validate the theoretical results. Copyright (c) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:5302 / 5314
页数:13
相关论文
共 28 条
[1]  
Atici F.M., 2009, Nonlinear Dyn. Syst. Theory, V9, P1
[2]   An application of time scales to economics [J].
Atici, FM ;
Biles, DC ;
Lebedinsky, A .
MATHEMATICAL AND COMPUTER MODELLING, 2006, 43 (7-8) :718-726
[3]  
AULBACH B, 1990, COLLOQ MATH SOC J B, V53, P37
[4]   The Second Euler-Lagrange Equation of Variational Calculus on Time Scales [J].
Bartosiewicz, Zbigniew ;
Martins, Natalia ;
Torres, Delfim F. M. .
EUROPEAN JOURNAL OF CONTROL, 2011, 17 (01) :9-18
[5]   Realization of nonlinear MIMO system on homogeneous time scales [J].
Belikov, Juri ;
Kotta, Uelle ;
Tonso, Maris .
EUROPEAN JOURNAL OF CONTROL, 2015, 23 :48-54
[6]   CONTINUOUS-TIME AVERAGE-PRESERVING OPINION DYNAMICS WITH OPINION-DEPENDENT COMMUNICATIONS [J].
Blondel, Vincent D. ;
Hendrickx, Julien M. ;
Tsitsiklis, John N. .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 48 (08) :5214-5240
[7]   On Krause's Multi-Agent Consensus Model With State-Dependent Connectivity [J].
Blondel, Vincent D. ;
Hendrickx, Julien M. ;
Tsitsiklis, John N. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (11) :2586-2597
[8]  
Bohner M., 2001, Dynamic equations on time scales: an introduction with applications, DOI DOI 10.1007/978-1-4612-0201-1
[9]  
Bohner M., 2003, Advances in Dynamic Equations on Time Scales: An Introduction with Applications, DOI DOI 10.1007/978-0-8176-8230-9
[10]   The Beverton-Holt dynamic equation [J].
Bohner, Martin ;
Warth, Howard .
APPLICABLE ANALYSIS, 2007, 86 (08) :1007-1015