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Heterogeneous Facility Location with Limited Resources

AAAI 2022 · Multi-agent systems and games › Games and equilibria · approach: Fair division and coalition formation · 19 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Choose the most-approved facility and locate it at the midpointGeneral setting · General settingapproximation ratio: 2Helped
Use deterministic strategyproofness when selecting one facilityKnown-preferences setting · Known-preferences settingapproximation ratio: 2Hurt
Randomly select a facility proportional to its approver count, then locate it at its approvers’ medianKnown-preferences setting · Known-preferences settingapproximation ratio: (1 + \sqrt{3})/2 \approx 1.366Helped
Replace proportional selection probabilities with the Mirror mechanism’s count-based piecewise probabilitiesKnown-preferences setting · Known-preferences settingapproximation ratio: (1 + \sqrt{3})/2 \approx 1.366 -> 4/3Helped
Use Random-Median selectionKnown-preferences setting · Known-preferences settingapproximation ratio: 4/3Mixed
Choose a uniformly random agent as dictator and locate an approved facility at that agent’s positionKnown-positions setting · Known-positions settingapproximation ratio: 3/2Helped
Use fixed-probability tie-breaking for agents approving both facilitiesRandom Dictatorship · General settingapproximation ratio: 1.518Hurt
Use Random Dictatorship when both positions and preferences are privateRandom Dictatorship · General settingstrategyproofnessHurt
Select the k most-approved facilities and place them at the midpointGeneral setting, k out of m facilities · General setting, k out of m facilitiesapproximation ratio: 2Helped
Use the (k,m)-Middle mechanism with k >= 2General setting, k out of m facilities · General setting, k out of m facilitiesgroup-strategyproofnessHurt

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