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来源类型Article
规范类型其他
DOI10.1016/j.physa.2008.08.006
Multistability of impact, utility and threshold concepts of binary choice models.
Ostasiewicz K; Tyc MH; Radosz A; Magnuszewski P; Goliczewski P; Hetman P; Sendzimir J
发表日期2008
出处Physica A: Statistical Mechanics and its Applications 387 (25): 6337-6352
出版年2008
语种英语
摘要The decision making problem in the context of binary choice is considered by means of impact function, utility function and threshold model approaches. The properties of generalized impact function and utility function are examined; it is shown that these two approaches are equivalent. Their relation to the threshold model is studied and the correspondence between respective cumulative distribution functions is displayed. The stationary state corresponding to the thermodynamic equilibrium is determined within mean field approximation. Multistability of the stationary state is expressed in terms of the distribution function of the random variable of impact/utility function. The correspondence with statistical physics predictions for Ising model is discussed: logistic distribution leads to the mean-field result, i.e. Curie-Weiss approximation. Variations of the distribution functions and/or other model parameters, of social character, self-support, nonlinearity of social interactions, etc., would break the direct correspondence to statistical physics of Ising model, leading in particular cases to richer structure of the multistability.
主题Risk and Vulnerability (RAV)
关键词Binary choice model Impact function Utility function
URLhttp://pure.iiasa.ac.at/id/eprint/8525/
来源智库International Institute for Applied Systems Analysis (Austria)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/128806
推荐引用方式
GB/T 7714
Ostasiewicz K,Tyc MH,Radosz A,et al. Multistability of impact, utility and threshold concepts of binary choice models.. 2008.
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