TY - JOUR
T1 - On lower bounds for selectinc the median
AU - Dor, Dorit
AU - Håstad, Johan
AU - Ulfberg, Staffan
AU - Zwick, Uri
PY - 2001/5
Y1 - 2001/5
N2 - We present a reformulation of the 2n + o(n) lower bound of Bent and John [Proceedings of the 17th Annual ACM Symposium on Theory of Computing, 1985, pp. 213-216] for the number of comparisons needed for selecting the median of n elements. Our reformulation uses a weight function. Apart from giving a more intuitive proof for the lower bound, the new formulation opens up possibilities for improving it. We use the new formulation to show that any pair-forming median finding algorithm, i.e., a median finding algorithm that starts by comparing [n/2] disjoint pairs of elements must perform, in the worst case, at least 2.01n + o(n) comparisons. This provides strong evidence that selecting the median requires at least cn + o(n) comparisons for some c > 2.
AB - We present a reformulation of the 2n + o(n) lower bound of Bent and John [Proceedings of the 17th Annual ACM Symposium on Theory of Computing, 1985, pp. 213-216] for the number of comparisons needed for selecting the median of n elements. Our reformulation uses a weight function. Apart from giving a more intuitive proof for the lower bound, the new formulation opens up possibilities for improving it. We use the new formulation to show that any pair-forming median finding algorithm, i.e., a median finding algorithm that starts by comparing [n/2] disjoint pairs of elements must perform, in the worst case, at least 2.01n + o(n) comparisons. This provides strong evidence that selecting the median requires at least cn + o(n) comparisons for some c > 2.
KW - Comparison algorithms
KW - Lower bounds
KW - Median selection
UR - http://www.scopus.com/inward/record.url?scp=18044399970&partnerID=8YFLogxK
U2 - 10.1137/S0895480196309481
DO - 10.1137/S0895480196309481
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AN - SCOPUS:18044399970
SN - 0895-4801
VL - 14
SP - 299
EP - 311
JO - SIAM Journal on Discrete Mathematics
JF - SIAM Journal on Discrete Mathematics
IS - 3
ER -