TY - GEN
T1 - Tight bounds for online vector bin packing
AU - Azar, Yossi
AU - Cohen, Ilan
AU - Kamara, Seny
AU - Shepherd, Bruce
PY - 2013
Y1 - 2013
N2 - In the d-dimensional bin packing problem (VBP), one is given vectors x 1, x2,..., xn 2 Rd and the goal is to find a partition into a minimum number of feasible sets: {1, 2 :..., n} = ∪s i Bi. A set Bi is feasible if jεBi xj ≤ 1, where 1 denotes the all 1's vector. For online VBP, it has been outstanding for almost 20 years to clarify the gap between the best lower bound Ω(1) on the competitive ratio versus the best upper bound of O(d). We settle this by describing a (d1-ε) lower bound. We also give strong lower bounds (of Ω(d 1/B-ε) ) if the bin size B Z+ is allowed to grow. Finally, we discuss almost-matching upper bound results for general values of B; we show an upper bound whose exponent is additively shifted by 1" from the lower bound exponent.
AB - In the d-dimensional bin packing problem (VBP), one is given vectors x 1, x2,..., xn 2 Rd and the goal is to find a partition into a minimum number of feasible sets: {1, 2 :..., n} = ∪s i Bi. A set Bi is feasible if jεBi xj ≤ 1, where 1 denotes the all 1's vector. For online VBP, it has been outstanding for almost 20 years to clarify the gap between the best lower bound Ω(1) on the competitive ratio versus the best upper bound of O(d). We settle this by describing a (d1-ε) lower bound. We also give strong lower bounds (of Ω(d 1/B-ε) ) if the bin size B Z+ is allowed to grow. Finally, we discuss almost-matching upper bound results for general values of B; we show an upper bound whose exponent is additively shifted by 1" from the lower bound exponent.
KW - Bin packing
KW - Competitive ratio
KW - Graph-colouring
KW - Lower bounds
KW - Online algorithms
KW - Vector packing
UR - http://www.scopus.com/inward/record.url?scp=84879829456&partnerID=8YFLogxK
U2 - 10.1145/2488608.2488730
DO - 10.1145/2488608.2488730
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AN - SCOPUS:84879829456
SN - 9781450320290
T3 - Proceedings of the Annual ACM Symposium on Theory of Computing
SP - 961
EP - 970
BT - STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing
T2 - 45th Annual ACM Symposium on Theory of Computing, STOC 2013
Y2 - 1 June 2013 through 4 June 2013
ER -