mlsanityData to 14 Oct 2026

Exact Cut Complexity of Equal-Length Proportional Cake Cutting

arXiv 2610.19733 ↗First posted 14 Oct 2026cs.MA cs.AI cs.DScited by 0

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Abstract (arXiv)

We study proportional cake cutting under an equal-length constraint, where each of n agents must receive a bundle of length exactly 1/n that is worth at least 1/n to that agent. Our main result determines the exact worst-case number of cuts needed to guarantee such an allocation, namely 2n-2 for every n. This improves on the previously known quadratic upper bound. The proof combines the constrained necklace-splitting theorem with a recursive assignment argument based on Hall's theorem. The same bound extends to the stronger requirement of envy-freeness when n is a prime power, and an O(n1.525) upper bound holds for arbitrary n. We then ask whether such allocations can be computed. We first show that no deterministic protocol in the Robertson--Webb model terminates after finitely many queries on every instance and always returns an exact equal-length proportional allocation, even for two agents with identical valuations. For every varepsilon>0, however, O(n2/varepsilon) queries suffice to produce an allocation in which every agent receives a bundle of length exactly 1/n and value at least 1/n-varepsilon, again using at most 2n-2 cuts. Finally, we augment the Robertson--Webb model with two-knife queries. We show that recursive balanced halving attains the optimal bound of 2n-2 cuts when n is a power of two. For arbitrary n, we give a procedure using O(nlog n) cuts.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 12 of its 30 references that are in the map. First posted on arXiv 14 Oct 2026.

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12 of 30 references.

References · 12

  1. 2022Fair Division of Indivisible Goods: Recent Progress and Open Questionscited by 21
  2. 2018Fair Division Under Cardinality Constraintscited by 11
  3. 2016A Discrete and Bounded Envy-Free Cake Cutting Protocol for Any Number of Agentscited by 8
  4. 2023Fair Division with Allocator's Preferencecited by 7
  5. 2024Fair Division with Market Valuescited by 3
  6. 2018Cake-Cutting with Different Entitlements: How Many Cuts are Needed?cited by 2
  7. 2019Disproportionate divisioncited by 1
  8. 2022Consensus Division in an Arbitrary Ratiocited by 1
  9. 2025Simultaneously Fair Allocation of Indivisible Items Across Multiple Dimensionscited by 1
  10. 2025Fair Division Among Couples and Small Groupscited by 1
  11. 2026Fair and Efficient Balanced Allocation for Indivisible Goodscited by 1
  12. 2026No, Cake Cutting Really is a Piece of Cakecited by 1

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