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Convergence of optimal stochastic bin packing
Authors:Wansoo T Rhee
Institution:Faculty of Management Sciences, The Ohio State University, Columbus, OH 43210, USA
Abstract:Consider independent identically distributed random variables (Xi) valued in 0,1]. Let B(n) be the optimal (minimum) number of unit size bins needed to pack n items of size X1, X2,…,Xn. We prove that there exists a numerical constant C such that for t > 0,
Pr(∣B(n)?E(B(n))∣>tn)≤ C exp(? t).
The constant C does not depend on the distribution of X.
Keywords:bin packing  convergence  random variables
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