Student-project-resource matching-aiiocation problems: Two-sided matching meets resource allocation

Anisse Ismaili, Kentaro Yahiro, Tomoaki Yamaguchi, Makoto Yokoo

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

2 被引用数 (Scopus)

抄録

We consider a student-project-resource matching-allocation problem, in which students (resp. resources) are matched (resp. allocated) to projects. A project's capacity for students is endogenously determined by the resources allocated to it. Traditionally, (1) resources are allocated to projects based on some expectations, and then (2) students are matched with projects based on the capacities determined by (1). Although resource allocation and two-sided matching are well-understood, unless the expectations used in the first problem are correct, we obtain a suboptimal outcome. Thus, it is desirable to solve this problem as a whole without dividing it. In this paper, we show that finding a nonwasteful matching is FPNP [log]-hard, and that deciding whether a stable matching (i.e. nonwasteful and fair) exists is NPNP-complete. We also show that no strategyproof mechanism can satisfy fairness and very weak efficiency requirements. Then, we develop a new strategyproof mechanism, called Sample and Vote Deferred Acceptance (SVDA), that strikes a good balance between fairness and efficiency.

本文言語英語
ホスト出版物のタイトル18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
出版社International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
ページ2033-2035
ページ数3
ISBN(電子版)9781510892002
出版ステータス出版済み - 2019
イベント18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019 - Montreal, カナダ
継続期間: 5月 13 20195月 17 2019

出版物シリーズ

名前Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
4
ISSN(印刷版)1548-8403
ISSN(電子版)1558-2914

会議

会議18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019
国/地域カナダ
CityMontreal
Period5/13/195/17/19

!!!All Science Journal Classification (ASJC) codes

  • 人工知能
  • ソフトウェア
  • 制御およびシステム工学

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