Complexity of finding dense subgraphs

被引:79
作者
Asahiro, Y [1 ]
Hassin, R
Iwama, K
机构
[1] Kyushu Univ, Dept Comp Sci & Commun Engn, Fukuoka 8128581, Japan
[2] Tel Aviv Univ, Dept Stat & Operat Res, IL-69978 Tel Aviv, Israel
[3] Kyoto Univ, Sch Informat, Kyoto 6068501, Japan
关键词
dense subgraph; regular graph; NP-complete; threshold of complexity;
D O I
10.1016/S0166-218X(01)00243-8
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The k-f (k) dense subgraph problem((k, f (k))-DSP) asks whether there is a k-vertex subgraph of a given graph G which has at least f (k) edges. When f (k) = k(k - 1)/2, (k, f (k))-DSP is equivalent to the well-known k-clique problem. The main purpose of this paper is to discuss the problem of finding slightly dense subgraphs. Note that f(k) is about k(2) for the k-clique problem. It is shown that (k, f (k))-DSP remains NP-complete for f (k) = Theta(k(1-epsilon)) where epsilon may be any constant such that 0 < epsilon < 1. It is also NP-complete for "relatively" slightly-dense subgraphs, i.e., (k, f(k))-DSP is NP-complete for f(k) = ek(2)/v(2)(1 +O(v(epsilon-1))), where v is the number of G's vertices and e is the number of G's edges. This condition is quite tight because the answer to (k, f (k))-DSP is always yes for f (k) = ek(2/)v(2) (1 - (v - k)/(vk - k)) that is the average number of edges in a subgraph of k vertices. Also, we show that the hardness of (k, f(k))-DSP remains for regular graphs: (k, f (k))-DSP is NP-complete for Theta(v(epsilon))-regular graphs if f (k) = Theta(k(1+epsilon2)) for any 0 < epsilon(1), epsilon(2) < 1. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:15 / 26
页数:12
相关论文
共 14 条
  • [11] Karp R. M., 1972, COMPLEXITY COMPUTER, P85
  • [12] Lawler E., 1976, Combinatorial Optimization: Networks and Matroids
  • [13] HEURISTIC AND SPECIAL CASE ALGORITHMS FOR DISPERSION PROBLEMS
    RAVI, SS
    ROSENKRANTZ, DJ
    TAYI, GK
    [J]. OPERATIONS RESEARCH, 1994, 42 (02) : 299 - 310
  • [14] [No title captured]