On a Dual Version of the One-Dimensional Bin Packing Problem

Abstract The NP-hard problem of packing items from a given set into bins so as to maximize the number of bins used, subject to the constraint that each bin be filled to at least a given threshold, is considered. Approximation algorithms are presented that provide guarantees of 1 2 , 2 3 , and 3 4 the optimal number, at running time costs of O(n), O(nlogn), and O(nlog2n), respectively, and the average case behavior of these algorithms is explored via empirical tests on randomly generated sets of items.

[1]  Micha Hofri,et al.  A Stochastic Model of Bin-Packing , 1980, Inf. Control..

[2]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[3]  Greg N. Frederickson,et al.  Probabilistic Analysis for Simple One- and Two-Dimensional Bin Packing Algorithms , 1980, Inf. Process. Lett..

[4]  Richard M. Karp,et al.  An efficient approximation scheme for the one-dimensional bin-packing problem , 1982, 23rd Annual Symposium on Foundations of Computer Science (sfcs 1982).

[5]  Susan Fera. Assmann Problems in discrete applied mathematics , 1983 .

[6]  Andrew Chi-Chih Yao,et al.  New Algorithms for Bin Packing , 1978, JACM.

[7]  David S. Johnson,et al.  Near-optimal bin packing algorithms , 1973 .

[8]  Jeffrey D. Ullman,et al.  Worst-case analysis of memory allocation algorithms , 1972, STOC.

[9]  D. K. Friesen,et al.  SCHEDULING TO MAXIMIZE THE MINIMUM PROCESSOR FINISH TIME IN A MULTIPROCESSOR SYSTEM , 1982 .

[10]  Ronald L. Graham,et al.  Bounds on Multiprocessing Timing Anomalies , 1969, SIAM Journal of Applied Mathematics.

[11]  G. S. Lueker,et al.  Bin packing can be solved within 1 + ε in linear time , 1981 .

[12]  David S. Johnson,et al.  Fast Algorithms for Bin Packing , 1974, J. Comput. Syst. Sci..

[13]  Edward G. Coffman,et al.  A Tight Asymptotic Bound for Next-Fit-Decreasing Bin-Packing , 1981 .

[14]  Andrew Chi-Chih Yao,et al.  Resource Constrained Scheduling as Generalized Bin Packing , 1976, J. Comb. Theory A.

[15]  Jeffrey D. Ullman,et al.  Worst-Case Performance Bounds for Simple One-Dimensional Packing Algorithms , 1974, SIAM J. Comput..