How does a search engine company decide what ads to display with each query so as to maximize its revenue? This turns out to be a generalization of the online bipartite matching …
Delineating the tremendous growth in this area, the Handbook of Approximation Algorithms and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical …
In this article, we will formalize the method of dual fitting and the idea of factor-revealing LP. This combination is used to design and analyze two greedy algorithms for the metric …
K Jain, M Mahdian, A Saberi - Proceedings of the thiry-fourth annual …, 2002 - dl.acm.org
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 …
FA Chudak, DB Shmoys - SIAM Journal on Computing, 2003 - SIAM
We consider the uncapacitated facility location problem. In this problem, there is a set of locations at which facilities can be built; a fixed cost fi is incurred if a facility is opened at …
M Sviridenko - International Conference on Integer Programming and …, 2002 - Springer
An Improved Approximation Algorithm for the Metric Uncapacitated Facility Location Problem Page 1 An Improved Approximation Algorithm for the Metric Uncapacitated Facility Location …
In this paper we present a 1.52-approximation algorithm for the metric uncapacitated facility location problem, and a 2-approximation algorithm for the metric capacitated facility location …
M Mahdian, Y Ye, J Zhang - … , APPROX 2002 Rome, Italy, September 17 …, 2002 - Springer
In this paper we present a 1.52-approximation algorithm for the uncapacitated metric facility location problem. This algorithm uses an idea of cost scaling, a greedy algorithm of Jain …
We present improved combinatorial approximation algorithms for the uncapacitated facility location problem. Two central ideas in most of our results are cost scaling and greedy …