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Connected Sensor Cover: Self-Organization of Sensor Networks for Efficient Query Execution

by Himanshu Gupta, Samir R. Das, Quinyi Gu - MOBIHOC'03 , 2003
"... Spatial query execution is an essential functionality of a sensor network, where a query gathers sensor data within a specific geographic region. Redundancy within a sensor network can be exploited to rv uce the communication cost incurv1 in execution of such quer ies. Anyr eduction in communicatio ..."
Abstract - Cited by 168 (7 self) - Add to MetaCart
ocess the quer y. The quer y is then executed using only the sensor in the constr ucted topology. In thisar icle, we design and analyze algor thms for such self-or"/0 zation of asensor networ tor educe enerP consumption. In par icular we develop the notion of a connected sensor cover and design a

An Improved Approximation Algorithm For Vertex Cover with Hard Capacities

by Rajiv Gandhi , Eran Halperin , Samir Khuller , Guy Kortsarz, Aravind Srinivasan
"... ..."
Abstract - Cited by 113 (7 self) - Add to MetaCart
Abstract not found

Vertex Cover: Further Observations and Further Improvements

by Jianer Chen, Iyad A. Kanj, Weijia Jia - Journal of Algorithms , 1999
"... Recently, there have been increasing interests and progresses in lowering the worst case time complexity for well-known NP-hard problems, in particular for the Vertex Cover problem. In this paper, new properties for the Vertex Cover problem are indicated and several simple and new techniques are int ..."
Abstract - Cited by 186 (19 self) - Add to MetaCart
are introduced, which lead to an improved algorithm of time O(kn + 1:271 k k 2 ) for the problem. Our algorithm also induces improvement on previous algorithms for the Independent Set problem on graphs of small degree. 1 Introduction Many optimization problems from industrial applications are NP-hard. According

Greedy strikes back: Improved facility location algorithms

by Sudipto Guha, Samir Khuller - Journal of Algorithms , 1999
"... A fundamental facility location problem is to choose the location of facilities, such as industrial plants and warehouses, to minimize the cost of satisfying the demand for some commodity. There are associated costs for locating the facilities, as well as transportation costs for distributing the co ..."
Abstract - Cited by 210 (11 self) - Add to MetaCart
]. Recently, the first constant factor approximation algorithm for this problem was obtained by Shmoys, Tardos and Aardal [16]. We show that a simple greedy heuristic combined with the algorithm by Shmoys, Tardos and Aardal, can be used to obtain an approximation guarantee of 2.408. We discuss a few variants

Set K-Cover Algorithms for Energy Efficient Monitoring in Wireless Sensor Networks

by Zoë Abrams, Ashish Goel, Serge Plotkin - In Proceedings of IPSN’04 , 2004
"... Wireless sensor networks (WSNs) are emerging as an e#ective means for environment monitoring. This paper investigates a strategy for energy e#cient monitoring in WSNs that partitions the sensors into covers, and then activates the covers iteratively in a round-robin fashion. This approach takes adva ..."
Abstract - Cited by 129 (0 self) - Add to MetaCart
advantage of the overlap created when many sensors monitor a single area. Our work builds upon previous work in [13], where the model is first formulated. We have designed three approximation algorithms for a variation of the SET K-COVER problem, where the objective is to partition the sensors into covers

Improved Approximation Algorithms for Geometric Set Cover

by Kenneth I. Clarkson, et AL. , 2005
"... Given a collection S of subsets of some set U, and M ⊂ U, the set cover problem is to find the smallest subcollection C ⊂ S such that M is a subset of the union of the sets in C. While the general problem is NP-hard to solve, even approximately, here we consider some geometric special cases, where u ..."
Abstract - Cited by 72 (6 self) - Add to MetaCart
particular simple form. We show that under this condition, a cover of size O(f(|C|)) can be found. Our proof involves the generalization of shallow cuttings [Mat92] to more general geometric situations. We obtain constant-factor approximation algorithms for covering by unit cubes in ℜ³, for guarding a one

Improved Approximation Algorithms for Uniform Connectivity Problems

by Samir Khuller, Balaji Raghavachari - J. Algorithms
"... The problem of finding minimum weight spanning subgraphs with a given connectivity requirement is considered. The problem is NP-hard when the connectivity requirement is greater than one. Polynomial time approximation algorithms for various weighted and unweighted connectivity problems are given. Th ..."
Abstract - Cited by 79 (3 self) - Add to MetaCart
The problem of finding minimum weight spanning subgraphs with a given connectivity requirement is considered. The problem is NP-hard when the connectivity requirement is greater than one. Polynomial time approximation algorithms for various weighted and unweighted connectivity problems are given

Improved Methods for Approximating Node Weighted Steiner Trees and Connected Dominating Sets

by Sudipto Guha, Samir Khuller - INFORMATION AND COMPUTATION , 1999
"... A greedy approximation algorithm based on "spider decompositions" was developed by Klein and Ravi for node weighted Steiner trees. This algorithm provides a worst case approximation ratio of 2 ln k, where k is the number of terminals. However, the best known lower bound on the approximatio ..."
Abstract - Cited by 87 (1 self) - Add to MetaCart
problems de ned by 0-1 proper functions. These new ideas also lead to improved approximation guarantees for the problem of nding a minimum node weighted connected dominating set. The previous best approximation guarantee for this problem was 3 ln n [7]. By a direct application of the methods developed

A polylogarithmic approximation algorithm for the group Steiner tree problem

by Naveen Garg, Goran Konjevod, R. Ravi - Journal of Algorithms , 2000
"... The group Steiner tree problem is a generalization of the Steiner tree problem where we ae given several subsets (groups) of vertices in a weighted graph, and the goal is to find a minimum-weight connected subgraph containing at least one vertex from each group. The problem was introduced by Reich a ..."
Abstract - Cited by 149 (9 self) - Add to MetaCart
and Widmayer and finds applications in VLSI design. The group Steiner tree problem generalizes the set covering problem, and is therefore at least as had. We give a randomized O(log 3 n log k)-approximation algorithm for the group Steiner tree problem on an n-node graph, where k is the number of groups

A Tight Analysis of the Greedy Algorithm for Set Cover

by Petr Slavik , 1995
"... We establish significantly improved bounds on the performance of the greedy algorithm for approximating set cover. In particular, we provide the first substantial improvement of the 20 year old classical harmonic upper bound, H(m), of Johnson, Lovasz, and Chv'atal, by showing that the performan ..."
Abstract - Cited by 122 (0 self) - Add to MetaCart
We establish significantly improved bounds on the performance of the greedy algorithm for approximating set cover. In particular, we provide the first substantial improvement of the 20 year old classical harmonic upper bound, H(m), of Johnson, Lovasz, and Chv'atal, by showing
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