Title
Approximating soft-capacitated facility location problem with uncertainty
Abstract
In this paper we devise the stochastic and robust approaches to study the soft-capacitated facility location problem with uncertainty. We first present a new stochastic soft-capacitated model called The 2-Stage Soft Capacitated Facility Location Problem and solve it via an approximation algorithm by reducing it to linear-cost version of 2-stage facility location problem and dynamic facility location problem. We then present a novel robust model of soft-capacitated facility location, The Robust Soft Capacitated Facility Location Problem . To solve it, we improve the approximation algorithm proposed by Byrka et al. (LP-rounding algorithms for facility-location problems. CoRR, 2010a ) for RFTFL and then treat it similarly as in the stochastic case. The improvement results in an approximation factor of $$\alpha + 4$$ for the robust fault-tolerant facility location problem, which is best so far.
Year
DOI
Venue
2012
10.1007/s10878-012-9573-9
Journal of Combinatorial Optimization
Keywords
DocType
Volume
Facility location,Approximation algorithm,2-Stage,Robust,Stochastic,Soft-capacitated
Journal
28
Issue
ISSN
Citations 
2
1382-6905
0
PageRank 
References 
Authors
0.34
17
3
Name
Order
Citations
PageRank
Shuxin Cai100.34
Wenguo Yang2374.43
Yaohua Tang3182.15