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A Learning-Augmented Algorithm for the Parking Permit Problem with Three Permit Types Conference attendances

Language Английский
Participant type Секционный
Conference XXIII International Conference Mathematical Optimization Theory and Operations Research
30 Jun - 6 Jul 2024 , Омск
Authors Kharchenko Ya 1 , Kononov A 2
Affiliations
1 Novosibirsk State University
2 Sobolev Institute of Mathematics

Abstract: We consider the parking permit problem with three permit types. First, we prove the tight lower bound on the competitiveness of any deterministic online algorithm. Next, we present a learning-augmented algorithm and show its’ consistency and robustness.
Cite: Kharchenko Y. , Kononov A.
A Learning-Augmented Algorithm for the Parking Permit Problem with Three Permit Types
XXIII International Conference Mathematical Optimization Theory and Operations Research 30 Jun - 6 Jul 2024