促进合作的进化机制未必能促进社会福利。

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Journal of The Royal Society Interface Pub Date : 2024-11-01 Epub Date: 2024-11-27 DOI:10.1098/rsif.2024.0547
The Anh Han, Manh Hong Duong, Matjaz Perc
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引用次数: 0

摘要

理解自利个体之间亲社会行为的出现是许多科学学科的一个重要问题。人们提出了各种机制来解释这类行为的进化,主要是寻求特定机制在什么条件下能诱发最高水平的合作。然而,由于这些机制通常涉及改变个人回报的成本,因此追求最高水平的合作有可能不利于社会福利--后者的广义定义是指考虑到诱导增加亲社会行为所涉及的所有成本后的总人口回报。在这里,我们通过比较两种行之有效的亲社会行为机制--即同伴激励和制度激励--的随机进化模型,证明合作最大化的目标和社会福利最大化的目标往往是不一致的。首先,在促进合作方面,同伴惩罚往往比同伴奖励更有效--尤其是在影响-成本比更高的情况下--但在社会福利方面却恰恰相反。事实上,福利通常会随着惩罚(奖励)比率的增加而减少(增加)。其次,就制度激励而言,在保持相似的合作水平的同时,奖励能在更广泛的参数范围内带来正的社会福利。此外,这两类激励措施往往在影响适中而非最大的情况下实现最优社会福利,这表明,要使成本高昂的制度机制达到最佳社会结果,精心策划是必不可少的。这些发现在不同的突变率、选择强度和博弈配置中都是一致的。总之,我们认为在设计和实施社会和集体物品的进化机制时,有必要将社会福利作为主要的优化目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evolutionary mechanisms that promote cooperation may not promote social welfare.

Understanding the emergence of prosocial behaviours among self-interested individuals is an important problem in many scientific disciplines. Various mechanisms have been proposed to explain the evolution of such behaviours, primarily seeking the conditions under which a given mechanism can induce highest levels of cooperation. As these mechanisms usually involve costs that alter individual pay-offs, it is, however, possible that aiming for highest levels of cooperation might be detrimental for social welfare-the latter broadly defined as the total population pay-off, taking into account all costs involved for inducing increased prosocial behaviours. Herein, by comparing stochastic evolutionary models of two well-established mechanisms of prosocial behaviour-namely, peer and institutional incentives-we demonstrate that the objectives of maximizing cooperation and of maximizing social welfare are often misaligned. First, while peer punishment is often more effective than peer reward in promoting cooperation-especially with a higher impact-to-cost ratio-the opposite is true for social welfare. In fact, welfare typically decreases (increases) with this ratio for punishment (reward). Second, for institutional incentives, while maintaining similar levels of cooperation, rewards result in positive social welfare across a much broader range of parameters. Furthermore, both types of incentives often achieve optimal social welfare when their impact is moderate rather than maximal, indicating that careful planning is essential for costly institutional mechanisms to optimize social outcomes. These findings are consistent across varying mutation rates, selection intensities and game configurations. Overall, we argue for the need of adopting social welfare as the main optimization objective when designing and implementing evolutionary mechanisms for social and collective goods.

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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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