TY - GEN
T1 - Weighted matching markets with budget constraints
AU - Hamada, Naoto
AU - Ismaili, Anisse
AU - Suzuki, Takamasa
AU - Yokoo, Makoto
N1 - Publisher Copyright:
© Copyright 2017, International Foundation for Autonomous Agents and Multiagent Systems (www.ifaamas.org). All Rights Reserved.
PY - 2017
Y1 - 2017
N2 - We investigate markets with a set of students on one side and a set of colleges on the other. A student and college can be linked by a weighted contract that defines the student's wage, while a college's budget for hiring students is limited. Stability is a crucial requirement for matching mechanisms to be applied in the real world. A standard stability requirement is coalitional stability, i.e., no pair of a college and group of students has incentive to deviate. We find that a coalitionally stable matching is not guaranteed to exist, verifying the coalitional stability for a given matching is coXP- complete, and the problem to find whether a coalitionally stable matching exists in a given market, is NPNP-complete (that is Ef-complete). Given these computational hardness results, we pursue a weaker stability requirement called pairwise stability, i.e., no pair of a college and single student has incentive to deviate. We then design a strategy-proof mechanism that works in polynomial-Time for computing a pairwise stable matching in typed markets in which students are partitioned into types that induce their possible wages.
AB - We investigate markets with a set of students on one side and a set of colleges on the other. A student and college can be linked by a weighted contract that defines the student's wage, while a college's budget for hiring students is limited. Stability is a crucial requirement for matching mechanisms to be applied in the real world. A standard stability requirement is coalitional stability, i.e., no pair of a college and group of students has incentive to deviate. We find that a coalitionally stable matching is not guaranteed to exist, verifying the coalitional stability for a given matching is coXP- complete, and the problem to find whether a coalitionally stable matching exists in a given market, is NPNP-complete (that is Ef-complete). Given these computational hardness results, we pursue a weaker stability requirement called pairwise stability, i.e., no pair of a college and single student has incentive to deviate. We then design a strategy-proof mechanism that works in polynomial-Time for computing a pairwise stable matching in typed markets in which students are partitioned into types that induce their possible wages.
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M3 - Conference contribution
AN - SCOPUS:85031911946
T3 - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
SP - 317
EP - 325
BT - 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017
A2 - Durfee, Edmund
A2 - Das, Sanmay
A2 - Larson, Kate
A2 - Winikoff, Michael
PB - International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
T2 - 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017
Y2 - 8 May 2017 through 12 May 2017
ER -