Approximation algorithms for facility location problems (extended abstract)
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
A threshold of ln n for approximating set cover
Journal of the ACM (JACM)
A constant-factor approximation algorithm for the k-median problem (extended abstract)
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
Greedy strikes back: improved facility location algorithms
Journal of Algorithms
Analysis of a local search heuristic for facility location problems
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Algorithms for facility location problems with outliers
SODA '01 Proceedings of the twelfth annual ACM-SIAM symposium on Discrete algorithms
Local search heuristic for k-median and facility location problems
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
Approximation algorithms
An Improved Approximation Algorithm for the Metric Uncapacitated Facility Location Problem
Proceedings of the 9th International IPCO Conference on Integer Programming and Combinatorial Optimization
The Access Network Design Problem
FOCS '98 Proceedings of the 39th Annual Symposium on Foundations of Computer Science
Improved Combinatorial Algorithms for the Facility Location and k-Median Problems
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
Primal-Dual Approximation Algorithms for Metric Facility Location and k-Median Problems
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
Hierarchical placement and network design problems
FOCS '00 Proceedings of the 41st Annual Symposium on Foundations of Computer Science
Improved Combinatorial Algorithms for Single Sink Edge Installation Problems.
Improved Combinatorial Algorithms for Single Sink Edge Installation Problems.
Approximation algorithms for facility location problems
Approximation algorithms for facility location problems
Approximation Algorithms for Metric Facility Location Problems
SIAM Journal on Computing
A constant-factor approximation algorithm for the k-median problem
Journal of Computer and System Sciences - STOC 1999
Quick and good facility location
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
Fault-tolerant facility location
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
Integrated Logistics: Approximation Algorithms Combining Facility Location and Network Design
Proceedings of the 9th International IPCO Conference on Integer Programming and Combinatorial Optimization
On the Power of Priority Algorithms for Facility Location and Set Cover
APPROX '02 Proceedings of the 5th International Workshop on Approximation Algorithms for Combinatorial Optimization
Clustering Data Streams: Theory and Practice
IEEE Transactions on Knowledge and Data Engineering
Designing overlay multicast networks for streaming
Proceedings of the fifteenth annual ACM symposium on Parallel algorithms and architectures
Strategyproof cost-sharing mechanisms for set cover and facility location games
Proceedings of the 4th ACM conference on Electronic commerce
Approximation algorithms for hierarchical location problems
Proceedings of the thirty-fifth annual ACM symposium on Theory of computing
Approximating the two-level facility location problem via a quasi-greedy approach
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Optimal Time Bounds for Approximate Clustering
Machine Learning
Online algorithms for network design
Proceedings of the sixteenth annual ACM symposium on Parallelism in algorithms and architectures
Local ratio: A unified framework for approximation algorithms. In Memoriam: Shimon Even 1935-2004
ACM Computing Surveys (CSUR)
WWW '05 Proceedings of the 14th international conference on World Wide Web
Strategyproof cost-sharing mechanisms for set cover and facility location games
Decision Support Systems - Special issue: The fourth ACM conference on electronic commerce
Approximating k-median with non-uniform capacities
SODA '05 Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms
AdWords and Generalized On-line Matching
FOCS '05 Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science
The reverse greedy algorithm for the metric k-median problem
Information Processing Letters
Approximation algorithms for hierarchical location problems
Journal of Computer and System Sciences - Special issue on network algorithms 2005
A distributed O(1)-approximation algorithm for the uniform facility location problem
Proceedings of the eighteenth annual ACM symposium on Parallelism in algorithms and architectures
Incremental algorithms for facility location and k-Median
Theoretical Computer Science - Approximation and online algorithms
Design of IEEE 802.16-based multi-hop wireless backhaul networks
AcessNets '06 Proceedings of the 1st international conference on Access networks
A primal-dual algorithm for online non-uniform facility location
Journal of Discrete Algorithms
Solution approaches for facility location of medical supplies for large-scale emergencies
Computers and Industrial Engineering
Theoretical Computer Science
A Transportation Problem with Minimum Quantity Commitment
Transportation Science
Allocating online advertisement space with unreliable estimates
Proceedings of the 8th ACM conference on Electronic commerce
Approximation algorithms for stochastic and risk-averse optimization
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
AdWords and generalized online matching
Journal of the ACM (JACM)
Lower-bounded facility location
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
A continuous facility location problem and its application to a clustering problem
Proceedings of the 2008 ACM symposium on Applied computing
Sensor Selection for Minimizing Worst-Case Prediction Error
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Fault-tolerant facility location
ACM Transactions on Algorithms (TALG)
The Kinetic Facility Location Problem
SWAT '08 Proceedings of the 11th Scandinavian workshop on Algorithm Theory
Improved Primal-Dual Approximation Algorithm for the Connected Facility Location Problem
COCOA 2008 Proceedings of the 2nd international conference on Combinatorial Optimization and Applications
An Optimal Bifactor Approximation Algorithm for the Metric Uncapacitated Facility Location Problem
APPROX '07/RANDOM '07 Proceedings of the 10th International Workshop on Approximation and the 11th International Workshop on Randomization, and Combinatorial Optimization. Algorithms and Techniques
Assignment problem in content distribution networks: unsplittable hard-capacitated facility location
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Approximate clustering without the approximation
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Minimizing Average Shortest Path Distances via Shortcut Edge Addition
APPROX '09 / RANDOM '09 Proceedings of the 12th International Workshop and 13th International Workshop on Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
The Fault-Tolerant Facility Allocation Problem
ISAAC '09 Proceedings of the 20th International Symposium on Algorithms and Computation
The reverse greedy algorithm for the metric k-median problem
Information Processing Letters
Improved combinatorial approximation algorithms for the k-level facility location problem
ICALP'03 Proceedings of the 30th international conference on Automata, languages and programming
WEA'03 Proceedings of the 2nd international conference on Experimental and efficient algorithms
Capacitated domination problem
ISAAC'07 Proceedings of the 18th international conference on Algorithms and computation
Randomized priority algorithms
Theoretical Computer Science
The stochastic machine replenishment problem
IPCO'08 Proceedings of the 13th international conference on Integer programming and combinatorial optimization
ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory
Scalable service migration in autonomic network environments
IEEE Journal on Selected Areas in Communications
Clustering for metric and nonmetric distance measures
ACM Transactions on Algorithms (TALG)
Lower-bounded facility location
ACM Transactions on Algorithms (TALG)
An algorithm for the facility location problems
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Incremental Facility Location Problem and Its Competitive Algorithms
Journal of Combinatorial Optimization
Budgeted red-blue median and its generalizations
ESA'10 Proceedings of the 18th annual European conference on Algorithms: Part I
An Optimal Bifactor Approximation Algorithm for the Metric Uncapacitated Facility Location Problem
SIAM Journal on Computing
Minimizing movement in mobile facility location problems
ACM Transactions on Algorithms (TALG)
Fast clustering using MapReduce
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
An improved competitive algorithm for one-dimensional incremental median problem
FAW-AAIM'11 Proceedings of the 5th joint international frontiers in algorithmics, and 7th international conference on Algorithmic aspects in information and management
A 1.488 approximation algorithm for the uncapacitated facility location problem
ICALP'11 Proceedings of the 38th international conference on Automata, languages and programming - Volume Part II
Optimal network locality in distributed virtualized data-centers
Computer Communications
Unconstrained and constrained fault-tolerant resource allocation
COCOON'11 Proceedings of the 17th annual international conference on Computing and combinatorics
Center-based clustering under perturbation stability
Information Processing Letters
Anycasting in connection-oriented computer networks: Models, algorithms and results
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Online Optimization with Uncertain Information
ACM Transactions on Algorithms (TALG)
Optimal time bounds for approximate clustering
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
A primal-dual algorithm for online non-uniform facility location
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Facility location in sublinear time
ICALP'05 Proceedings of the 32nd international conference on Automata, Languages and Programming
WAOA'05 Proceedings of the Third international conference on Approximation and Online Algorithms
The reverse greedy algorithm for the metric K-median problem
COCOON'05 Proceedings of the 11th annual international conference on Computing and Combinatorics
A new approximation algorithm for the k-facility location problem
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Fast k-means algorithms with constant approximation
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
The pipelined set cover problem
ICDT'05 Proceedings of the 10th international conference on Database Theory
Generalized machine activation problems
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Order-preserving transformations and greedy-like algorithms
WAOA'04 Proceedings of the Second international conference on Approximation and Online Algorithms
Oblivious medians via online bidding
LATIN'06 Proceedings of the 7th Latin American conference on Theoretical Informatics
Assignment problem in content distribution networks: Unsplittable hard-capacitated facility location
ACM Transactions on Algorithms (TALG)
The approximation gap for the metric facility location problem is not yet closed
Operations Research Letters
Approximation algorithm for facility location with service installation costs
Operations Research Letters
Improved approximation algorithms for multilevel facility location problems
Operations Research Letters
Clustering under perturbation resilience
ICALP'12 Proceedings of the 39th international colloquium conference on Automata, Languages, and Programming - Volume Part I
A dependent LP-rounding approach for the k-median problem
ICALP'12 Proceedings of the 39th international colloquium conference on Automata, Languages, and Programming - Volume Part I
Data stability in clustering: a closer look
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
A 1.488 approximation algorithm for the uncapacitated facility location problem
Information and Computation
Clustering under approximation stability
Journal of the ACM (JACM)
Approximating k-median via pseudo-approximation
Proceedings of the forty-fifth annual ACM symposium on Theory of computing
Approximating the reliable resource allocation problem using inverse dual fitting
CATS '12 Proceedings of the Eighteenth Computing: The Australasian Theory Symposium - Volume 128
Hi-index | 0.00 |
We present a simple and natural greedy algorithm for the metric uncapacitated facility location problem achieving an approximation guarantee of 1.61. We use this algorithm to find better approximation algorithms for the capacitated facility location problem with soft capacities and for a common generalization of the k-median and facility location problems. We also prove a lower bound of 1+2/e on the approximability of the k-median problem. At the end, we present a discussion about the techniques we have used in the analysis of our algorithm, including a computer-aided method for proving bounds on the approximation factor.