Approximation algorithms for the fault-tolerant facility location problem with submodular penalties

This work is to discuss the fault-tolerant facility location problem with submodular penalties. We propose an LP-rounding 2.27-approximation algorithm, where every demand point j has a requirement that t j distinct facilities serve it. This is the first constant performance guarantee known for this...

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Veröffentlicht in:Journal of combinatorial optimization 2024-03, Vol.47 (2), Article 14
Hauptverfasser: Guo, Yingying, Li, Qiaoliang
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description This work is to discuss the fault-tolerant facility location problem with submodular penalties. We propose an LP-rounding 2.27-approximation algorithm, where every demand point j has a requirement that t j distinct facilities serve it. This is the first constant performance guarantee known for this problem. In addition, we give an LP-rounding 2-approximation algorithm for the case where all requirements are the same.
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subjects Algorithms
Approximation
Combinatorics
Convex and Discrete Geometry
Fault tolerance
Mathematical analysis
Mathematical Modeling and Industrial Mathematics
Mathematics
Mathematics and Statistics
Operations research
Operations Research/Decision Theory
Optimization
Rounding
Site selection
Theory of Computation
title Approximation algorithms for the fault-tolerant facility location problem with submodular penalties
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