奖励不对称情况下的合作演变

IF 3.5 2区 数学 Q1 MATHEMATICS, APPLIED Applied Mathematics and Computation Pub Date : 2024-09-27 DOI:10.1016/j.amc.2024.129075
Yini Geng , Yikang Lu , Lijun Hong , Lei Shi
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引用次数: 0

摘要

奖励作为一种正强化,能有效鼓励合作。在本文中,我们研究了一种具有非对称奖励的多种群囚徒困境博弈。在这种博弈中,同一种群中的代理人玩囚徒困境博弈,只有当施予者种群中的代理人做出相同选择时,才能奖励接受者种群中的代理人。在混合良好的群体中,非对称奖励可以促进合作。同样,规则方格上的非对称奖励也能有效防止完全叛逃。无论是在混合良好的种群中,还是在结构良好的种群中,看似不利的合作给予者在合作的维持和传播中都扮演着重要角色。特别是在网格上,具有不对称回报的合作给予者可以通过不同的循环优势情况活跃在系统中。我们的研究结果让我们更深入地了解了不对称对合作行为的影响,以及现实世界中利他行为的发展。
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Evolution of cooperation with asymmetric rewards
Rewards, as a form of positive reinforcement, effectively encourage cooperation. In this paper, we study a multi-population prisoner's dilemma game with asymmetric rewards, where agents in the same population play prisoner's dilemma game, and agents from the giver population can reward agents from the recipient population only if they make the same choice. In well-mixed populations, asymmetric rewards can facilitate cooperation. Similarly, asymmetric rewards on the regular square lattice can effectively prevent complete defection. In both well-mixed and structured populations, seemingly disadvantageous cooperative givers play an important role in the maintenance and spread of cooperation. Especially on lattice, cooperative givers with asymmetric rewards can be active in the system through diverse cases of cyclic dominance. Our findings provide deeper insights into the impact of asymmetry on cooperative behavior and the development of altruistic behavior in real-world scenarios.
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来源期刊
CiteScore
7.90
自引率
10.00%
发文量
755
审稿时长
36 days
期刊介绍: Applied Mathematics and Computation addresses work at the interface between applied mathematics, numerical computation, and applications of systems – oriented ideas to the physical, biological, social, and behavioral sciences, and emphasizes papers of a computational nature focusing on new algorithms, their analysis and numerical results. In addition to presenting research papers, Applied Mathematics and Computation publishes review articles and single–topics issues.
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