在不同互动模式下,通过基于回报的视角半径促进合作

IF 1.8 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY EPL Pub Date : 2024-07-14 DOI:10.1209/0295-5075/ad5972
Shun Gao, Wenchen Han, Haihong Li, Qionglin Dai and Junzhong Yang
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引用次数: 0

摘要

在这封信中,我们将基于报酬的视角半径引入在二维平面上进行的进化囚徒困境博弈中,并研究了自适应视角半径如何影响合作。我们考虑了两种类型的反馈,即正反馈和负反馈。在正反馈的情况下,高报酬(低报酬)的代理拥有大(小)的视角半径。在负反馈情况下,情况则相反。同时,我们还考虑了三种不同的交互模式:单向视觉交互、主动视觉交互和双向视觉交互。结果表明,基于报酬的视图半径在所有情况下都能有效促进合作。特别是在正反馈和负反馈两种情况下,都存在最佳的合作行为。在允许代理移动的情况下,我们发现通过缓慢迁移可以进一步提高合作水平。我们的研究结果阐明了自适应视角半径对合作的促进作用,并提出了在不同交互模式下调整视角半径以实现高合作水平的不同方法。
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Promotion of cooperation by payoff-based view radii in different interaction modes
In this letter, we introduce the payoff-based view radii into evolutionary prisoner's dilemma games performed in a two-dimensional plane and study how the adaptive view radii affect cooperation. Two types of feedback are considered, positive feedback and negative one. In the case of positive feedback, high-payoff (low-payoff) agents have large (small) view radii. In the case of negative feedback, the things are opposite. Meanwhile, three different interaction modes are considered, one-way visual interaction, proactive visual interaction, and two-way visual interaction. Our results show that the payoff-based view radii could promote cooperation effectively in all cases. Especially, there exist optimal behaviors of cooperation for both positive feedback and negative feedback. When agents are allowed to move, we find that the cooperation level could be further improved by slow migration. Our results shed light on the promotion of cooperation by the adaptive view radii and suggest different ways to adjust view radii to achieve high cooperation levels in different interaction modes.
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来源期刊
EPL
EPL 物理-物理:综合
CiteScore
3.30
自引率
5.60%
发文量
332
审稿时长
1.9 months
期刊介绍: General physics – physics of elementary particles and fields – nuclear physics – atomic, molecular and optical physics – classical areas of phenomenology – physics of gases, plasmas and electrical discharges – condensed matter – cross-disciplinary physics and related areas of science and technology. Letters submitted to EPL should contain new results, ideas, concepts, experimental methods, theoretical treatments, including those with application potential and be of broad interest and importance to one or several sections of the physics community. The presentation should satisfy the specialist, yet remain understandable to the researchers in other fields through a suitable, clearly written introduction and conclusion (if appropriate). EPL also publishes Comments on Letters previously published in the Journal.
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