TY - JOUR
T1 - Approximating the minimum independent dominating set in perturbed graphs
AU - Tong, Weitian
AU - Goebel, Randy
AU - Lin, Guohui
N1 - Publisher Copyright:
© 2013 Elsevier B.V.
PY - 2014
Y1 - 2014
N2 - We investigate the minimum independent dominating set in perturbed graphs g(G,p) of input graph G=(V, E), obtained by negating the existence of edges independently with a probability p>0. The minimum independent dominating set (MIDS) problem does not admit a polynomial running time approximation algorithm with worst-case performance ratio of n1-ε for any ε>0. We prove that the size of the minimum independent dominating set in g(G,p), denoted as i(g(G,p)), is asymptotically almost surely in Θ(log√|V|). Furthermore, we show that the probability of i(g(G,p))≥4|V|p is no more than 2-|V|, and present a simple greedy algorithm of proven worst-case performance ratio 4|V|p and with polynomial expected running time.
AB - We investigate the minimum independent dominating set in perturbed graphs g(G,p) of input graph G=(V, E), obtained by negating the existence of edges independently with a probability p>0. The minimum independent dominating set (MIDS) problem does not admit a polynomial running time approximation algorithm with worst-case performance ratio of n1-ε for any ε>0. We prove that the size of the minimum independent dominating set in g(G,p), denoted as i(g(G,p)), is asymptotically almost surely in Θ(log√|V|). Furthermore, we show that the probability of i(g(G,p))≥4|V|p is no more than 2-|V|, and present a simple greedy algorithm of proven worst-case performance ratio 4|V|p and with polynomial expected running time.
KW - Approximation algorithm
KW - Dominating set
KW - Independent dominating set
KW - Independent set
KW - Perturbed graph
KW - Smooth analysis
UR - http://www.scopus.com/inward/record.url?scp=84926278248&partnerID=8YFLogxK
U2 - 10.1016/j.tcs.2013.11.010
DO - 10.1016/j.tcs.2013.11.010
M3 - Article
AN - SCOPUS:84926278248
SN - 0304-3975
VL - 554
SP - 275
EP - 282
JO - Theoretical Computer Science
JF - Theoretical Computer Science
IS - C
ER -