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Fair Division with Subsidy

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Book cover Algorithmic Game Theory (SAGT 2019)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11801))

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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.

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Notes

  1. 1.

    Note that \({\mathcal {E}}({\mathcal {A}}) \ne \emptyset \) because the allocation maximizing utilitarian welfare is always envy-freeable due to Theorem 1.

  2. 2.

    The leximin rule finds an allocation that maximizes the minimum utility, subject to that maximizes the second minimum utility, and so on.

References

  1. Alkan, A., Demange, G., Gale, D.: Fair allocation of indivisible goods and criteria of justice. Econometrica 59(4), 1023–1039 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  2. 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)

    Google Scholar 

  3. 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)

    Google Scholar 

  4. Berliant, M., Dunz, K., Thomson, W.: On the fair division of a heterogeneous commodity. J. Math. Econ. 21, 201–216 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  5. Beviá, C., Quinzii, M., Silva, J.A.: Buying several indivisible goods. Math. Soc. Sci. 37(1), 1–23 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  6. Bikhchandani, S., Mamer, J.W.: Competitive equilibrium in an exchange economy with indivisibilities. J. Econ. Theory 74(2), 385–413 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  7. 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)

    Google Scholar 

  8. 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)

    Google Scholar 

  9. 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)

    Article  MathSciNet  MATH  Google Scholar 

  10. Budish, E.: The combinatorial assignment problem: approximate competitive equilibrium from equal incomes. J. Polit. Econ. 119(6), 1061–1103 (2011)

    Article  Google Scholar 

  11. 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)

    Google Scholar 

  12. Darmann, A., Schauer, J.: Maximizing Nash product social welfare in allocating indivisible goods. Eur. J. Oper. Res. 247(2), 548–559 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  13. Demange, G., Gale, D.: The strategy structure of two-sided matching markets. Econometrica 53, 873–888 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  14. 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)

    Google Scholar 

  15. Edmonds, J., Karp, R.M.: Theoretical improvements in algorithmic efficiency for network flow problems. J. ACM (JACM) 19(2), 248–264 (1972)

    Article  MATH  Google Scholar 

  16. Eisenberg, E., Gale, D.: Consensus of subjective probabilities: the pari-mutuel method. Ann. Math. Stat. 30(1), 165–168 (1959)

    Article  MathSciNet  MATH  Google Scholar 

  17. Foley, D.: Resource allocation and the public sector. Yale Econ. Essays 7, 45–98 (1967)

    Google Scholar 

  18. 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)

    Article  MathSciNet  MATH  Google Scholar 

  19. Klijn, F.: An algorithm for envy-free allocations in an economy with indivisible objects and money. Soc. Choice Welfare 17(2), 201–215 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  20. 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)

    Google Scholar 

  21. 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

    Chapter  Google Scholar 

  22. 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)

    Article  MathSciNet  MATH  Google Scholar 

  23. Moulin, H.: Fair Division and Collective Welfare. MIT Press, Cambridge (2004)

    Google Scholar 

  24. Ohseto, S.: Characterizations of strategy-proof and fair mechanisms for allocating indivisible goods. Econ. Theory 29(1), 111–121 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  25. Pazner, E., Schmeidler, D.: Egalitarian equivalent allocations: a new concept of economic equity. Q. J. Econ. 92(4), 671–687 (1978)

    Article  Google Scholar 

  26. 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)

    Chapter  Google Scholar 

  27. 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)

    Google Scholar 

  28. Quinzii, M.: Core and competitive equilibria with indivisibilities. Int. J. Game Theory 13(1), 41–60 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  29. Steinhaus, H.: The problem of fair division. Econometrica 16, 101–104 (1948)

    Google Scholar 

  30. Su, F.E.: Rental harmony: sperner’s lemma in fair division. Am. Math. Monthly 106(10), 930–942 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  31. Svensson, L.G.: Large indivisibles: an analysis with respect to price equilibrium and fairness. Econometrica 51(4), 939–954 (1983)

    Article  MathSciNet  MATH  Google Scholar 

  32. Varian, H.: Equity, envy and efficiency. J. Econ. Theory 9, 63–91 (1974)

    Article  MathSciNet  Google Scholar 

  33. Weller, D.: Fair division of a measurable space. J. Math. Econ. 14(1), 5–17 (1985)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Daniel Halpern .

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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

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  • DOI: https://doi.org/10.1007/978-3-030-30473-7_25

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