SIAM Journal on Computing · 1983 · 167 citations · 3 references
ComputingComputer ScienceComputer SystemsAlgorithmsMarkov Decision ProcessesStorage SystemsCombinatorial OptimizationStorage ManagementAdversary ModelBin PackingBin Packing ProblemDynamic Storage AllocationLower BoundsStorage AllocationUpper Bound PerformanceWorst-case Optimization
Motivated by potential applications to computer storage allocation, we generalize the classical one-dimensional bin packing model to include dynamic arrivals and departures of items over time. Within this setting, we prove close upper and lower bounds on the worst-case performance of the commonly used First Fit packing algorithm, and, using adversary-type arguments, we show that no on-line packing algorithm can satisfy a substantially better performance bound than that for First Fit.
3
Worst-Case Performance Bounds for Simple One-Dimensional Packing Algorithms
D. S. Johnson, Alan Demers, Jeffrey D. Ullman et al. · SIAM Journal on Computing · 1974 · 913 citations
The Art of Computer Programming, Vol. 2
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A stochastic model of bin-packing
E. G. Coffman, Kimming So, Micha Hofri et al. · Information and Control · 1980 · 97 citations
Natural Sciences, Materials Engineering, Stochastic Modeling +9