Improved approximation algorithm for connected facility locatin problems연결 시설 배치 문제에 관한 개선된 근사 알고리즘

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We study the Connected Facility Location problems. We are given a connected weighted graph G = (V,E) with non-negative edge cost $C_e$ for each edge $e \in E$, a set of clients $D \subseteq V$ such that each client $j \in D$ has positive demand $d_j$ and a set of facilities $F \sebseteq V$ each has non-negative opening cost $f_i$ and capacity to serve all client demands. The objective is to open a subset of facilities, say $\^{F}$, connect each client $j \in D$ to exactly one open facility i(j) and to connect all open facilities by a Steiner tree T such that the cost $\sum_{i \in \^{F}}f_i + \sum_{j \in D}d_jc_i(j)j + M \sum_{e \in T}c_e$ is minimized, where $M \geq 1$ be an input parameter. We propose a LP-rounding based 8.29 approximation algorithm which improves the previous bound 8.55. We also consider the problem when opening cost of all facilities are equal. In this case we give a 7.0 approximation algorithm.
Advisors
Chwa, Kyung-Yongresearcher좌경룡researcher
Description
한국과학기술원 : 전산학전공,
Publisher
한국과학기술원
Issue Date
2006
Identifier
260087/325007  / 020044369
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 전산학전공, 2006.8, [ iv, 22 p. ]

Keywords

approximation algorithm; Facility-location; primal-dual algorithm; Primal-dual 알고리즘; 근사 알고리즘; 시설-배치

URI
http://hdl.handle.net/10203/34734
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=260087&flag=dissertation
Appears in Collection
CS-Theses_Master(석사논문)
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