政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/112108

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政大機構典藏 > 社會科學學院 > 經濟學系 > 期刊論文 > Item 140.119/112108

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/112108

Title:	On the complexity of the El Farol Bar game: a sensitivity analysis
Authors:	陳樹衡 Chen, Shu-Heng Gostoli, Umberto
Contributors:	經濟系
Keywords:	Autonomous agents;Complex networks;Computational methods;El Farol bar problem;Imitation;Inequity aversion;Keeping-up-with-the-Joneses;Mutation;Social preference;Sensitivity analysis
Date:	2016-12
Issue Date:	2017-08-23 11:10:45 (UTC+8)
Abstract:	In this paper, we carry out a sensitivity analysis for an agent-based model of the use of public resources as manifested by the El Farol Bar problem. An early study using the same model has shown that a good-society equilibrium, characterized by both economic efficiency and economic equality, can be achieved probabilistically by a von Neumann network, and can be achieved surely with the presence of some agents having social preferences, such as the inequity-averse preference or the ‘keeping-up-with-the-Joneses’ preference. In this study, we examine this fundamental result by exploring the inherent complexity of the model; specifically, we address the effect of the three key parameters related to size, namely, the network size, the neighborhood size, and the memory size. We find that social preferences still play an important role over all the sizes considered. Nonetheless, it is also found that when network size becomes large, the parameter, the bar capacity (the attendance threshold), may also play a determining role.
Relation:	Evolutionary Intelligence, 9(4), 113-123
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1007/s12065-016-0138-1
DOI:	10.1007/s12065-016-0138-1
Appears in Collections:	[經濟學系] 期刊論文

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