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
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ISBN | 9781713832621 |
ISSN | 1548-8403 |
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 |
URL | 查看来源 |
语种 | 英语English |
Scopus入藏号 | 2-s2.0-85112255073 |
引用统计 | |
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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