Improved Local Search Based Approximation Algorithm for Hard Uniform Capacitated k-Median Problem

被引:0
|
作者
Grover, Sapna [1 ]
Gupta, Neelima [1 ]
Pancholi, Aditya [1 ]
机构
[1] Univ Delhi, Dept Comp Sci, Delhi, India
来源
INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS | 2018年 / 42卷 / 03期
关键词
NP completeness; approximation algorithm; k-median problem;
D O I
10.31449/inf.v42i3.1493
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, we study the hard uniform capacitated k - median problem. We give (5 + epsilon) factor approximation for the problem using local search technique, violating cardinality by a factor of 3. Though better results are known for the problem using LP techniques, local search algorithms are well known to be simpler. There is a trade-off viz-a-viz approximation factor and cardinality violation between our result and the result of Korupolu et al. [10] which is the only result known for the problem using local search. They gave (1 + alpha) approximation factor with (5 + 5/alpha) factor loss in cardinality. In a sense, our result is an improvement as they violate the cardinality by more than a factor of 6 to achieve 5 factor in approximation. Though in their result, the approximation factor can be made arbitrarily small, cardinality loss is at least 5 and small approximation factor is obtained at a big loss in cardinality. Thus, we improve upon their result with respect to cardinality.
引用
收藏
页码:401 / 405
页数:5
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