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Contiguous Cake Cutting: Hardness Results and Approximation Algorithms

AAAI 2020 · 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
Use the moving-knife allocation algorithm for arbitrary valuationsContiguous cake cutting · General valuationsmaximum additive envy: 1/3Helped
Use the interval-specific algorithm, processing agents by increasing valued-interval lengthContiguous cake cutting · Piecewise uniform, single-interval valuationsmaximum additive envy: 1/4Helped
Require agent 1 to receive the leftmost pieceContiguous envy-free cake cutting with piecewise uniform valuations · Continuous cake cuttingcomputational complexity of deciding existenceHurt
Fix the ordering of agents from left to rightContiguous envy-free cake cutting with piecewise uniform valuations · Continuous cake cuttingcomputational complexity of deciding existenceHurt
Require a cut at a specified positionContiguous envy-free cake cutting with piecewise uniform valuations · Continuous cake cuttingcomputational complexity of deciding existenceHurt
Restrict item valuations to binary while requiring agents to value the same number of itemsContiguous allocation of indivisible items · Linearly ordered items; envy-freeness, proportionality, or equitabilitycomputational complexity of deciding existenceHurt
Require every agent to value one contiguous block of binary-valued itemsContiguous allocation of indivisible items · Proportionalitycomputational complexity of deciding existenceHurt
Allow approximate rather than exact envy-freenessContiguous allocation of indivisible items with binary valuations and equal numbers of valued items · Discrete cake cuttingcomputational complexity of deciding existence: ε < 1/13No clear effect
Replace exact envy-freeness with sufficiently small approximate envy-freenessContiguous cake cutting with piecewise constant valuations · Continuous cake cuttingcomputational complexity of finding an allocation: M^{-20kn}No clear effect

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