Socially efficient mechanism on the minimum budget

Hirota Kinoshita, Takayuki Osogami, Kohei Miyaguchi
{"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":null,"pages":null},"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}
引用次数: 0

Abstract

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.
最低预算的社会效率机制
在战略主体的社会决策中,普遍关注的焦点是社会利益与个人利益之间的平衡。因此,社会有效机制的设计不仅要使社会福利最大化,还要激励代理人为自己谋利。本研究在一个包括双重拍卖和交易网络等应用的广义模型下,建立了一个社会有效(SE)、主导策略激励兼容(DSIC)和个体理性(IR)的机制,并将最小总预算分配给代理人。本方法利用离散和已知类型域,将一组约束条件简化为加权图中的最短路径问题。除了理论推导外,我们还通过数值实验证明了所提机制的最优性,在大量实例中,该机制的预算严格低于维克里-克拉克-格罗夫斯(VCG)机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信