Incremental Facility Location Problem and Its Competitive Algorithms
Wenqiang Dai () and
Xianju Zeng
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Wenqiang Dai: University of Electronic Science and Technology of China
Xianju Zeng: City University of Hongkong
Journal of Combinatorial Optimization, 2010, vol. 20, issue 3, No 6, 307-320
Abstract:
Abstract We consider the incremental version of the k-Facility Location Problem, which is a common generalization of the facility location and the k-median problems. The objective is to produce an incremental sequence of facility sets F 1⊆F 2⊆⋅⋅⋅⊆F n , where each F k contains at most k facilities. An incremental facility sequence or an algorithm producing such a sequence is called c -competitive if the cost of each F k is at most c times the optimum cost of corresponding k-facility location problem, where c is called competitive ratio. In this paper we present two competitive algorithms for this problem. The first algorithm produces competitive ratio 8α, where α is the approximation ratio of k-facility location problem. By recently result (Zhang, Theor. Comput. Sci. 384:126–135, 2007), we obtain the competitive ratio $16+8\sqrt{3}+\epsilon$ . The second algorithm has the competitive ratio Δ+1, where Δ is the ratio between the maximum and minimum nonzero interpoint distances. The latter result has its self interest, specially for the small metric space with Δ≤8α−1.
Keywords: Analysis of algorithm; Online algorithm; Competitive ratio; Facility location (search for similar items in EconPapers)
Date: 2010
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DOI: 10.1007/s10878-009-9219-8
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