科研成果详情

题名Fairness and efficiency in facility location problems with continuous demands
作者
发表日期2021
会议名称20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021
会议录名称Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
ISBN9781713832621
ISSN1548-8403
卷号3
页码1359-1367
会议日期May 3-7, 2021
会议地点Virtual, Online
摘要

In the facility location problem with continuous demands, where customers are continuously distributed on an area, a planner wants to locate the facilities and allocate the customers to their closest facilities under the proximity rule. In this work, we focus on the fairness and system efficiency from the facility's perspective. Each facility is assumed to have a preference (represented as valuation function) over the subsets of customers. For the fairness of facilities, we provide approximation guarantees for the proportionality and envy-freeness. For the efficiency, we study the utilitarian and egalitarian social welfare. In addition, we are interested in quantifying the possible trade-offs between meeting the fairness criteria and maximizing social welfare, measured by the price of fairness.

关键词Continuous demands Efficiency Facility location Fairness
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语种英语English
Scopus入藏号2-s2.0-85112255073
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文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/9233
专题个人在本单位外知识产出
通讯作者Zhang, Mengqi
作者单位
1.University of Nebraska-Lincoln,Lincoln,United States
2.University of Chinese Academy of Sciences,AMSS,Chinese Academy of Sciences,Beijing,China
推荐引用方式
GB/T 7714
Wang, Chenhao,Zhang, Mengqi. Fairness and efficiency in facility location problems with continuous demands[C], 2021: 1359-1367.
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