Abstract
When allocating a set of goods to a set of agents, a classic fairness notion called envy-freeness requires that no agent prefer the allocation of another agent to her own. When the goods are indivisible, this notion is impossible to guarantee, and prior work has focused on its relaxations. However, envy-freeness can be achieved if a third party is willing to subsidize by providing a small amount of money (divisible good), which can be allocated along with the indivisible goods.
In this paper, we study the amount of subsidy needed to achieve envy-freeness for agents with additive valuations, both for a given allocation of indivisible goods and when we can choose the allocation. In the former case, we provide a strongly polynomial time algorithm to minimize subsidy. In the latter case, we provide optimal constructive results for the special cases of binary and identical valuations, and make a conjecture in the general case. Our experiments using real data show that a small amount of subsidy is sufficient in practice.
Full version of this paper is available at www.cs.toronto.edu/~nisarg/papers/subsidy.pdf.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
Note that \({\mathcal {E}}({\mathcal {A}}) \ne \emptyset \) because the allocation maximizing utilitarian welfare is always envy-freeable due to Theorem 1.
- 2.
The leximin rule finds an allocation that maximizes the minimum utility, subject to that maximizes the second minimum utility, and so on.
References
Alkan, A., Demange, G., Gale, D.: Fair allocation of indivisible goods and criteria of justice. Econometrica 59(4), 1023–1039 (1991)
Barman, S., Krishnamurthy, S.K., Vaish, R.: Finding fair and efficient allocations. In: Proceedings of the 19th ACM Conference on Economics and Computation (EC), pp. 557–574 (2018)
Barman, S., Krishnamurthy, S.K., Vaish, R.: Greedy algorithms for maximizing Nash social welfare. In: Proceedings of the 17th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pp. 7–13 (2018)
Berliant, M., Dunz, K., Thomson, W.: On the fair division of a heterogeneous commodity. J. Math. Econ. 21, 201–216 (1992)
Beviá, C., Quinzii, M., Silva, J.A.: Buying several indivisible goods. Math. Soc. Sci. 37(1), 1–23 (1999)
Bikhchandani, S., Mamer, J.W.: Competitive equilibrium in an exchange economy with indivisibilities. J. Econ. Theory 74(2), 385–413 (1997)
Bilo, V., et al.: Almost envy-free allocations with connected bundles. In: Proceedings of the 10th Innovations in Theoretical Computer Science Conference (ITCS), pp. 1–21, 14 (2019)
Bouveret, S., Cechlárová, K., Elkind, E., Igarashi, A., Peters, D.: Fair division of a graph. In: Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), pp. 135–141 (2017)
Bouveret, S., Lang, J.: Efficiency and envy-freeness in fair division of indivisible goods: logical representation and complexity. J. Artif. Intell. Res. 32, 525–564 (2008)
Budish, E.: The combinatorial assignment problem: approximate competitive equilibrium from equal incomes. J. Polit. Econ. 119(6), 1061–1103 (2011)
Caragiannis, I., Kurokawa, D., Moulin, H., Procaccia, A.D., Shah, N., Wang, J.: The unreasonable fairness of maximum Nash welfare. In: Proceedings of the 17th ACM Conference on Economics and Computation (EC), pp. 305–322 (2016)
Darmann, A., Schauer, J.: Maximizing Nash product social welfare in allocating indivisible goods. Eur. J. Oper. Res. 247(2), 548–559 (2015)
Demange, G., Gale, D.: The strategy structure of two-sided matching markets. Econometrica 53, 873–888 (1985)
Dickerson, J.P., Goldman, J., Karp, J., Procaccia, A.D., Sandholm, T.: The computational rise and fall of fairness. In: Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI), pp. 1405–1411 (2014)
Edmonds, J., Karp, R.M.: Theoretical improvements in algorithmic efficiency for network flow problems. J. ACM (JACM) 19(2), 248–264 (1972)
Eisenberg, E., Gale, D.: Consensus of subjective probabilities: the pari-mutuel method. Ann. Math. Stat. 30(1), 165–168 (1959)
Foley, D.: Resource allocation and the public sector. Yale Econ. Essays 7, 45–98 (1967)
Haake, C.J., Raith, M.G., Su, F.E.: Bidding for envy-freeness: a procedural approach to n-player fair-division problems. Soc. Choice Welfare 19(4), 723–749 (2002)
Klijn, F.: An algorithm for envy-free allocations in an economy with indivisible objects and money. Soc. Choice Welfare 17(2), 201–215 (2000)
Lipton, R.J., Markakis, E., Mossel, E., Saberi, A.: On approximately fair allocations of indivisible goods. In: Proceedings of the 6th ACM Conference on Economics and Computation (EC), pp. 125–131 (2004)
Maskin, E.S.: On the fair allocation of indivisible goods. In: Feiwel, G.R. (ed.) Arrow and the Foundations of the Theory of Economic Policy, pp. 341–349. Palgrave Macmillan, London (1987). https://doi.org/10.1007/978-1-349-07357-3_12
Meertens, M., Potters, J., Reijnierse, H.: Envy-free and pareto efficient allocations in economies with indivisible goods and money. Math. Soc. Sci. 44(3), 223–233 (2002)
Moulin, H.: Fair Division and Collective Welfare. MIT Press, Cambridge (2004)
Ohseto, S.: Characterizations of strategy-proof and fair mechanisms for allocating indivisible goods. Econ. Theory 29(1), 111–121 (2006)
Pazner, E., Schmeidler, D.: Egalitarian equivalent allocations: a new concept of economic equity. Q. J. Econ. 92(4), 671–687 (1978)
Plaut, B., Rougligarden, T.: Almost envy-freeness with general valuations. In: Proceedings of the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 2584–2603 (2018)
Procaccia, A.D., Wang, J.: Fair enough: guaranteeing approximate maximin shares. In: Proceedings of the 14th ACM Conference on Economics and Computation (EC), pp. 675–692 (2014)
Quinzii, M.: Core and competitive equilibria with indivisibilities. Int. J. Game Theory 13(1), 41–60 (1984)
Steinhaus, H.: The problem of fair division. Econometrica 16, 101–104 (1948)
Su, F.E.: Rental harmony: sperner’s lemma in fair division. Am. Math. Monthly 106(10), 930–942 (1999)
Svensson, L.G.: Large indivisibles: an analysis with respect to price equilibrium and fairness. Econometrica 51(4), 939–954 (1983)
Varian, H.: Equity, envy and efficiency. J. Econ. Theory 9, 63–91 (1974)
Weller, D.: Fair division of a measurable space. J. Math. Econ. 14(1), 5–17 (1985)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Halpern, D., Shah, N. (2019). Fair Division with Subsidy. In: Fotakis, D., Markakis, E. (eds) Algorithmic Game Theory. SAGT 2019. Lecture Notes in Computer Science(), vol 11801. Springer, Cham. https://doi.org/10.1007/978-3-030-30473-7_25
Download citation
DOI: https://doi.org/10.1007/978-3-030-30473-7_25
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-30472-0
Online ISBN: 978-3-030-30473-7
eBook Packages: Computer ScienceComputer Science (R0)