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Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints

AAAI 2019 · Learning theory and algorithms › Submodular and game algorithms · approach: Fair division of indivisible goods

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Restrict the item graph to a path or star, with additive valuationsFinding a Pareto-optimal connected allocation · Connected allocationcomputational complexityHelped
Allow tree item graphs, even with binary additive valuationsFinding a Pareto-optimal connected allocation · Connected allocation on treescomputational complexityHurt
Require Pareto-optimality together with MMSFinding an allocation on a path · Path; binary additive valuationscomputational complexityHurt
Require Pareto-optimality together with EF1Finding an allocation on a path · Path; binary additive valuationscomputational complexityHurt
Require EF1 alongside Pareto-optimalityConnected allocation on a path · Path; binary additive valuationsexistenceHurt
Restrict valuations to binary additive approvals on non-nested intervalsFinding an MMS connected allocation that maximizes utilitarian welfare · Pathcomputational complexityHelped
Use 2-additive valuations instead of additive valuationsFinding a Pareto-optimal connected allocation · Path or starcomputational complexityHurt
Use identical additive valuationsFinding a connected allocation satisfying both EF1 and Pareto-optimality · Pathexistence and computational complexityHelped
Allow identical but non-additive subadditive valuationsFinding a connected allocation satisfying both EF1 and Pareto-optimality · PathexistenceHurt
Allow nested approval intervals in the moving-knife settingThe proposed moving-knife algorithm · Path; binary additive valuationsPareto-optimality and MMSHurt

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