Dynamic Bin Packing of Unit Fractions Items
نویسندگان
چکیده
This paper studies the dynamic bin packing problem, in which items arrive and depart at arbitrary time. We want to pack a sequence of unit fractions items (i.e., items with sizes 1/w for some integer w ≥ 1) into unit-size bins such that the maximum number of bins used over all time is minimized. Tight and almost-tight performance bounds are found for the family of any-fit algorithms, including first-fit, best-fit, and worst-fit. We show that the competitive ratio of best-fit and worstfit is 3, which is tight, and the competitive ratio of first-fit lies between 2.45 and 2.4985. We also show that no on-line algorithm is better than 2.428-competitive. This result improves the lower bound of dynamic bin packing problem even for general items.
منابع مشابه
Online Multi-dimensional Dynamic Bin Packing of Unit-Fraction Items
We study the 2-D and 3-D dynamic bin packing problem, in which items arrive and depart at arbitrary times. The 1-D problem was first studied by Coffman, Garey, and Johnson motivated by the dynamic storage problem. Bar-Noy et al. have studied packing of unit fraction items (i.e., items with length 1/k for some integer k ≥ 1), motivated by the window scheduling problem. In this paper, we extend t...
متن کاملExtending Two-Dimensional Bin Packing Problem: Consideration of Priority for Items
In this paper a two-dimensional non-oriented guillotine bin packing problem is studied when items have different priorities. Our objective is to maximize the total profit which is total revenues minus costs of used bins and wasted area. A genetic algorithm is developed to solve this problem where a new coding scheme is introduced. To evaluate the performance of the proposed GA, first an upper b...
متن کاملA Tight Approximation for Fully Dynamic Bin Packing without Bundling
We consider a variant of the classical Bin Packing Problem, called Fully Dynamic Bin Packing. In this variant, items of a size in (0,1] must be packed in bins of unit size. In each time step, an item either arrives or departs from the packing. An algorithm for this problem must maintain a feasible packing while only repacking a bounded number of items in each time step. We develop an algorithm ...
متن کاملCompetitive Multi-dimensional Dynamic Bin Packing via L-Shape Bin Packing
In this paper, we study the d-dimensional dynamic bin packing problem for general ddimensional boxes, for d ≥ 2. This problem is a generalization of the bin packing problem in which items may arrive and depart dynamically. Our main result is a 3-competitive online algorithm. We further study the 2and 3-dimensional problem closely and improve the competitive ratios. Technically speaking, our d-d...
متن کاملImproved Results on Online Dynamic Bin Packing
Bin packing is an NP-hard [10] classical combinatorial optimization problem. The objective is to pack a set of items into a minimum number of unit-size bins such that the total size of the items in a bin does not exceed the bin capacity. The problem has been studied extensively both in the offline and online settings [7, 8, 5]. In the online setting [11, 12], items may arrive at arbitrary time;...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2005