{"title":"论搭便车者之间的公平与合作","authors":"Avadh Kishor","doi":"10.1016/j.amc.2025.129724","DOIUrl":null,"url":null,"abstract":"<div><div>We consider the free-rider problem in peer-to-peer (P2P) systems, where agents enjoy the group effort without contributing their share. We introduce the Free-Rider Game (FRG), a non-cooperative game incorporating a fairness-aware profit allocation rule based on the Robin Hood index. We show that FRG admits strong structural properties. First, making a non-zero contribution is a dominant strategy for any player. Second, a player contributes positively whenever at least one other player does so. Third, FRG admits a unique Nash equilibrium in which each player contributes the fullest, eliminating free riding. Fourth, equilibrium outcomes are proportionally fair, ensuring balanced allocation across agents. Finally, FRG guarantees full participation by embedding fairness directly into the payoff structure, differentiating it from classical public goods games, which often yield zero or partial contributions.</div></div>","PeriodicalId":55496,"journal":{"name":"Applied Mathematics and Computation","volume":"511 ","pages":"Article 129724"},"PeriodicalIF":3.4000,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the fairness and cooperation among free-riders\",\"authors\":\"Avadh Kishor\",\"doi\":\"10.1016/j.amc.2025.129724\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>We consider the free-rider problem in peer-to-peer (P2P) systems, where agents enjoy the group effort without contributing their share. We introduce the Free-Rider Game (FRG), a non-cooperative game incorporating a fairness-aware profit allocation rule based on the Robin Hood index. We show that FRG admits strong structural properties. First, making a non-zero contribution is a dominant strategy for any player. Second, a player contributes positively whenever at least one other player does so. Third, FRG admits a unique Nash equilibrium in which each player contributes the fullest, eliminating free riding. Fourth, equilibrium outcomes are proportionally fair, ensuring balanced allocation across agents. Finally, FRG guarantees full participation by embedding fairness directly into the payoff structure, differentiating it from classical public goods games, which often yield zero or partial contributions.</div></div>\",\"PeriodicalId\":55496,\"journal\":{\"name\":\"Applied Mathematics and Computation\",\"volume\":\"511 \",\"pages\":\"Article 129724\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-09-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Mathematics and Computation\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0096300325004497\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Mathematics and Computation","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0096300325004497","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
We consider the free-rider problem in peer-to-peer (P2P) systems, where agents enjoy the group effort without contributing their share. We introduce the Free-Rider Game (FRG), a non-cooperative game incorporating a fairness-aware profit allocation rule based on the Robin Hood index. We show that FRG admits strong structural properties. First, making a non-zero contribution is a dominant strategy for any player. Second, a player contributes positively whenever at least one other player does so. Third, FRG admits a unique Nash equilibrium in which each player contributes the fullest, eliminating free riding. Fourth, equilibrium outcomes are proportionally fair, ensuring balanced allocation across agents. Finally, FRG guarantees full participation by embedding fairness directly into the payoff structure, differentiating it from classical public goods games, which often yield zero or partial contributions.
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.