Years and Authors of Summarized Original Work
1976; Garey, Graham, Johnson, Yao
1977; Kou, Markowski
1977; Maruyama, Chang, Tang
1981; de la Vega, Lueker
1987; Yao
1990; Csirik, Frenk, Labbé, Zhang
1997; Woeginger
2001; Caprara, Toth
2004; Chekuri, Khanna
2009; Bansal, Caprara, Sviridenko
2010; Stillwell, Schanzenback, Vivien, Casanova
2011; Panigrahy, Talwar, Uyeda, Wieder
Problem Definition
In the vector bin packing problem, we are given an integral dimension d ≥ 1 and a list \(L = (x_{1},x_{2},\ldots ,x_{n})\) of items, where each item is a d-dimensional tuple x i = \((x_{i,1},x_{i,2},\ldots ,x_{i,d})\) with rational entries x i, j ∈ [0, 1]. The goal is to assign the items to a minimum number of multidimensional bins, where if X is the set of items assigned to a bin, we must have, for each j, 1 ≤ j ≤ d,
Note that when d = 1, the vector bin packing problem reduces to the classic (one-dimensional) bin packing problem.
One potential...
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Bansal N, Caprara A, Sviridenko M (2009) A new approximation method for set covering problems, with applications to multidimensional bin packing. SIAM J Comput 39:1256–1278
Caprara A, Toth P (2001) Lower bounds and algorithms for the 2-dimensional vector packing problem. Discret Appl Math 111:231–262
Chekuri C, Khanna S (2004) On multidimensional packing problems. SIAM J Comput 33:837–851
Csirik WF, Frenk JBG, Labbé M, Zhang S (1990) On the multidimensional vector packing. Acta Cybern 9:361–369
de la Vega J, Lueker GS (1981) Bin packing can be solved within 1 + ε in linear time. Combinatorica 1:349–355
Garey MR, Graham RL, Johnson DS, Yao AC-C (1976) Resource constrained scheduling as generalized bin packing. J Comb Theory (A) 21:257–298
Johnson DS (1974) Approximation algorithms for combinatorial problems. J Comput Syst Sci 9:256–278
Johnson DS, Demers A, Ullman JD, Garey MR, Graham RL (1974) Worst-case performance bounds for simple one-dimensional packing algorithms. SIAM J Comput 3:299–325
Kou LT, Markowski G (1977) Multidimensional bin packing algorithms. IBM J Res Dev 21:443–448
Maruyama K, Chang SK, Tang DT (1977) A general packing algorithm for multidimensional resource requirements. Int J Comput Inf Sci 6:131–149
Panigrahy R, Talwar K, Uyeda L, Wieder U (2011) Heuristics for vector bin packing. Unpublished manuscript (Available on the web)
Stillwell M, Schanzenbach D, Vivien F, Casanova H (2010) Resource allocation algorithms for virtualized service hosting platforms. J Parallel Distrib Comput 70:962–974
Woeginger GJ (1997) There is no asymptotic PTAS for two-dimensional vector packing. Inf Proc Lett 64:293–297
Yao AC-C (1980) New algorithms for bin packing. J ACM 27:207–227
Zuckerman D (2007) Linear degree extractors and the inapproximability of max clique and chromatic number. Theory Comput 3:103–128
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Johnson, D.S. (2014). Vector Bin Packing. In: Kao, MY. (eds) Encyclopedia of Algorithms. Springer, Boston, MA. https://doi.org/10.1007/978-3-642-27848-8_495-1
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DOI: https://doi.org/10.1007/978-3-642-27848-8_495-1
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