{"title":"最低预算的社会效率机制","authors":"Hirota Kinoshita, Takayuki Osogami, Kohei Miyaguchi","doi":"arxiv-2407.18515","DOIUrl":null,"url":null,"abstract":"In social decision-making among strategic agents, a universal focus lies on\nthe balance between social and individual interests. Socially efficient\nmechanisms are thus desirably designed to not only maximize the social welfare\nbut also incentivize the agents for their own profit. Under a generalized model\nthat includes applications such as double auctions and trading networks, this\nstudy establishes a socially efficient (SE), dominant-strategy incentive\ncompatible (DSIC), and individually rational (IR) mechanism with the minimum\ntotal budget expensed to the agents. The present method exploits discrete and\nknown type domains to reduce a set of constraints into the shortest path\nproblem in a weighted graph. In addition to theoretical derivation, we\nsubstantiate the optimality of the proposed mechanism through numerical\nexperiments, where it certifies strictly lower budget than\nVickery-Clarke-Groves (VCG) mechanisms for a wide class of instances.","PeriodicalId":501315,"journal":{"name":"arXiv - CS - Multiagent Systems","volume":"34 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Socially efficient mechanism on the minimum budget\",\"authors\":\"Hirota Kinoshita, Takayuki Osogami, Kohei Miyaguchi\",\"doi\":\"arxiv-2407.18515\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In social decision-making among strategic agents, a universal focus lies on\\nthe balance between social and individual interests. Socially efficient\\nmechanisms are thus desirably designed to not only maximize the social welfare\\nbut also incentivize the agents for their own profit. Under a generalized model\\nthat includes applications such as double auctions and trading networks, this\\nstudy establishes a socially efficient (SE), dominant-strategy incentive\\ncompatible (DSIC), and individually rational (IR) mechanism with the minimum\\ntotal budget expensed to the agents. The present method exploits discrete and\\nknown type domains to reduce a set of constraints into the shortest path\\nproblem in a weighted graph. In addition to theoretical derivation, we\\nsubstantiate the optimality of the proposed mechanism through numerical\\nexperiments, where it certifies strictly lower budget than\\nVickery-Clarke-Groves (VCG) mechanisms for a wide class of instances.\",\"PeriodicalId\":501315,\"journal\":{\"name\":\"arXiv - CS - Multiagent Systems\",\"volume\":\"34 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Multiagent Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.18515\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Multiagent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.18515","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Socially efficient mechanism on the minimum budget
In social decision-making among strategic agents, a universal focus lies on
the balance between social and individual interests. Socially efficient
mechanisms are thus desirably designed to not only maximize the social welfare
but also incentivize the agents for their own profit. Under a generalized model
that includes applications such as double auctions and trading networks, this
study establishes a socially efficient (SE), dominant-strategy incentive
compatible (DSIC), and individually rational (IR) mechanism with the minimum
total budget expensed to the agents. The present method exploits discrete and
known type domains to reduce a set of constraints into the shortest path
problem in a weighted graph. In addition to theoretical derivation, we
substantiate the optimality of the proposed mechanism through numerical
experiments, where it certifies strictly lower budget than
Vickery-Clarke-Groves (VCG) mechanisms for a wide class of instances.