4.1 Article

ON DISCRETE TRUTHFUL HETEROGENEOUS TWO-FACILITY LOCATION

Journal

SIAM JOURNAL ON DISCRETE MATHEMATICS
Volume 37, Issue 2, Pages 779-799

Publisher

SIAM PUBLICATIONS
DOI: 10.1137/22M149908X

Keywords

facility location; mechanism design; approximation

Ask authors/readers for more resources

We study the heterogeneous two-facility location problem in a discrete setting, where agents occupy nodes on a line graph and have private approval preferences for two facilities. Our goal is to determine the optimal location of the facilities to incentivize truthful reporting by agents and achieve a good approximation of the minimum total cost or maximum cost among all agents. We propose deterministic strategyproof mechanisms with improved approximation ratios compared to existing methods, supported by tight lower bounds.
We revisit the discrete heterogeneous two-facility location problem, in which there is a set of agents that occupy nodes of a line graph and have private approval preferences over two facilities. When the facilities are located at some nodes of the line, each agent suffers a cost that is equal to her total distance from the facilities she approves. The goal is to decide where to locate the two facilities so as to (a) incentivize the agents to truthfully report their preferences and (b) achieve a good approximation of the minimum total (social) cost or the maximum cost among all agents. For both objectives, we design deterministic strategyproof mechanisms with approximation ratios that significantly outperform the state of the art and complement these results with (almost) tight lower bounds.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.1
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available