Efficient Fair Division with Minimal Sharing

Fedor Sandomirskiy, Erel Segal-Halevi

Research output: Contribution to journalArticlepeer-review

2 Scopus citations


A collection of objects, some of which are good and some of which are bad, is to be divided fairly among agents with different tastes, modeled by additive utility functions. If the objects cannot be shared, so that each of them must be entirely allocated to a single agent, then a fair division may not exist. What is the smallest number of objects that must be shared between two or more agents to attain a fair and efficient division? In this paper, fairness is understood as proportionality or envy-freeness and efficiency as fractional Pareto-optimality. We show that, for a generic instance of the problem (all instances except a zero-measure set of degenerate problems), a fair fractionally Pareto-optimal division with the smallest possible number of shared objects can be found in polynomial time, assuming that the number of agents is fixed. The problem becomes computationally hard for degenerate instances, where agents' valuations are aligned for many objects.

Original languageEnglish
Pages (from-to)1762-1782
Number of pages21
JournalOperations Research
Issue number3
StatePublished - 1 May 2022


  • discrete objects
  • envy-freeness
  • fair division
  • fractional Pareto-optimality
  • polynomial-time algorithm
  • proportional fairness


Dive into the research topics of 'Efficient Fair Division with Minimal Sharing'. Together they form a unique fingerprint.

Cite this