In the optional prisoner's dilemma (OPD), players can choose to cooperate and defect as usual, but can also abstain as a third possible strategy. This strategy models the players' participation in the game and is a relevant aspect in many settings, e.g. social networks or opinion dynamics where abstention is an option during an election. In this paper, we provide a formulation of the OPD where we consider irrational behaviours in the population inspired by prospect theory. Prospect theory has gained increasing popularity in recent times thanks to its ability to capture aspects such as reference dependence or loss aversion which are common in human behaviour. This element is original in our formulation of the game and is incorporated in our framework through pairwise comparison dynamics. Recently, the impact of the environment has been studied in the form of feedback on the population dynamics. Another element of novelty in our work is the extension of the game-environment feedback to the OPD in two forms of dynamics, the replicator and the pairwise comparison. The contribution of this paper is threefold. First, we propose a modelling framework where prospect theory is used to capture irrational behaviours in an evolutionary game with game-environment feedback. Second, we carry out the stability analysis of the system equilibria and discuss the oscillating behaviours arising from the game-environment feedback. Finally, we extend our previous results to the OPD and we discuss the main differences between the model resulting from the replicator dynamics and the one resulting from the pairwise comparison dynamics.
翻译:在选取囚犯的两难困境中,球员可以选择一如既往地合作和叛逃,但也可以作为第三种可能的战略而放弃。这一战略模拟球员参与游戏,是许多环境中的一个相关方面,例如社会网络或舆论动态,在选举中弃权是一个选项。在本文中,我们提供了OPD的提法,我们从中考虑受前景理论启发的人口的非理性行为。前景理论最近越来越受欢迎,因为它能够捕捉参考依赖性或损失反向等在人类行为中常见的方面。这一要素是我们在游戏的拟订过程中的创举,并且通过配对比较动态纳入我们的框架。最近,环境影响是以对人口动态的反馈形式研究的。我们工作的另一个新内容是将游戏-环境反馈扩展至OPD的两种形式,即模拟和配对的比较。首先,我们提出了一个模拟框架,将前景理论用于在游戏-环境动态中的演进性行为与游戏-环境动态的反馈纳入我们的框架。最后,我们从游戏-环境动态分析到我们之前的演进和演进的演进结果,我们从一个变动中,我们从一个变动的变动和演进中,我们从一个变动的演进的演进的演进到最后,我们从一个变动的演进性分析,我们从一个变动的演进和演进的演进结果,我们从一个变动的演进的演进结果的演进结果的演进结果的演进结果的演进结果的结果。我们将了稳定分析结果的结果。最后,我们从了对结果的演进分析了对结果,我们的演进。最后,我们的演进分析了对的演进。最后,我们的演进的演进的演进。最后,我们从了对结果的演进分析了对结果,我们从了对的演进的演进的演进的演进的演进的演进的演进的演进的演进的结果。最后,我们的演进性分析,我们的演进的演进的结果。我们从了对结果的演进的演进。分析结果的演进。最后的演进的演进分析,我们的演进的演进的演进的结果。我们的演进。最后我们的演进。