2024
AAAI
AAAI 2024
Several Stories about High-Multiplicity EFx Allocation (Student Abstract)
Abstract
Abstract Fair division is a topic that has significant social and industrial value. In this work, we study allocations that simultaneously satisfy definitions of fairness and efficiency: EFx and PO. First, we prove that the problem of finding such allocations is NP-hard for two agents. Then, we propose a concept for an ILP-based solving algorithm, the running time of which depends on the number of EFx allocations. We generate input data and analyze algorithm's running time based on the results obtained.
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Interdisciplinary Bridge
— Artificial Intelligence and Machine Learning and Mathematics & Optimization
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio
Authors
Topics
Artificial Intelligence > Core AI > Game AI
Mathematics & Optimization > Optimization > Combinatorial Optimization
Mathematics & Optimization > Optimization > Discrete Optimization
Mathematics & Optimization > Optimization > Game Theory
Machine Learning > Learning Types > Multi-Objective Optimization