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A Structural Lemma in 2-Dimensional Packing, and Its Implications on Approximability

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Algorithms and Computation (ISAAC 2009)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5878))

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Abstract

We present a new lemma stating that, given an arbitrary packing of a set of rectangles into a larger rectangle, a “structured” packing of nearly the same set of rectangles exists. In this paper, we use it to show the existence of a polynomial-time approximation scheme for 2-dimensional geometric knapsack in the case where the range of the profit to area ratio of the rectangles is bounded by a constant. As a corollary, we get an approximation scheme for the problem of packing rectangles into a larger rectangle to occupy the maximum area. Moreover, we show that our approximation scheme can be used to find a (1 + ε)-approximate solution to 2-dimensional fractional bin packing, the LP relaxation of the popular set covering formulation of 2-dimensional bin packing, which is the key to the practical solution of the problem.

Work supported by EU project “AEOLUS: Algorithmic Principles for Building Efficient Overlay Computers”, EU contract number 015964, and DFG project JA612/12-1, “Design and analysis of approximation algorithms for two- and threedimensional packing problems”.

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References

  1. Baker, B.S., Coffman Jr., E.G., Rivest, R.L.: Orthogonal packing in two dimensions. SIAM Journal on Computing 9, 846–855 (1980)

    Article  MATH  MathSciNet  Google Scholar 

  2. Baker, B.S., Schwartz, J.S.: Shelf algorithms for two-dimensional packing problems. SIAM Journal on Computing 12, 508–525 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  3. Bansal, N., Correa, J., Kenyon, C., Sviridenko, M.: Bin packing in multiple dimensions: inapproximability results and approximation schemes. Mathematics of Operations Research 31, 31–49 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  4. Bansal, N., Caprara, A., Sviridenko, M.: Improved approximation algorithms for multidimensional bin packing problems. In: Proceedings of the 47-th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2006), pp. 697–708 (2006)

    Google Scholar 

  5. Bansal, N., Caprara, A., Sviridenko, M.: A New Approximation Method for Set Covering Problems with Applications to Multidimensional Bin Packing. In: SICOMP (to appear)

    Google Scholar 

  6. Bansal, N., Lodi, A., Sviridenko, M.: A tale of two dimensional bin packing. In: Proceedings of the 46-th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2005), pp. 657–666 (2005)

    Google Scholar 

  7. Bansal, N., Sviridenko, M.: Two-dimensional bin packing with one dimensional resource augmentation. Discrete Optimization 4, 143–153 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  8. Caprara, A.: Packing 2-dimensional bins in harmony. In: Proceedings of the 43-rd Annual IEEE Symposium on Foundations of Computer Science (FOCS 2002), pp. 490–499 (2002)

    Google Scholar 

  9. Caprara, A., Lodi, A., Monaci, M.: Fast approximation schemes for two-stage, two-dimensional bin packing. Mathematics of Operations Research 30, 150–172 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  10. Caprara, A., Monaci, M.: On the 2-dimensional knapsack problem. Operations Research Letters 32, 5–14 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  11. Caprara, A., Monaci, M.: Bidimensional packing by bilinear programming. Mathematical Programming 118, 75–108 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  12. Chung, F.R.K., Garey, M.R., Johnson, D.S.: On packing two-dimensional bins. SIAM Journal on Algebraic and Discrete Methods 3, 66–76 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  13. Coffman Jr., E.G., Garey, M.R., Johnson, D.S., Tarjan, R.E.: Performance bounds for level-oriented two-dimensional packing algorithms. SIAM Journal on Computing 9, 808–826 (1980)

    Article  MATH  MathSciNet  Google Scholar 

  14. Correa, J.R.: Resource augmentation in two-dimensional packing with orthogonal rotations. Operations Research Letters 34, 85–93 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  15. Fernandez de la Vega, W., Lueker, G.S.: Bin packing can be solved within 1 + ε in linear time. Combinatorica 1, 349–355 (1981)

    Article  MATH  MathSciNet  Google Scholar 

  16. Fishkin, A.V., Gerber, O., Jansen, K.: On efficient weighted rectangle packing with large resources. In: Deng, X., Du, D.-Z. (eds.) ISAAC 2005. LNCS, vol. 3827, pp. 1039–1050. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  17. Fishkin, A.V., Gerber, O., Jansen, K., Solis-Oba, R.: Packing weighted rectangles into a square. In: Jedrzejowicz, J., Szepietowski, A. (eds.) MFCS 2005. LNCS, vol. 3618, pp. 352–363. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  18. Grigoriadis, M.D., Khachiyan, L.G., Porkolab, L., Villavicencio, J.: Approximate max-min resource sharing for structured concave optimization. SIAM Journal on Optimization 11, 1081–1091 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  19. Grötschel, M., Lovsz, L., Schrijver, A.: Geometric algorithms and combinatorial optimization. Springer, Berlin (1988)

    MATH  Google Scholar 

  20. Harren, R., van Stee, R.: Improved absolute approximation ratios for two-dimensional packing problems. In: Naor, S. (ed.) APPROX 2009, pp. 177–189 (2009)

    Google Scholar 

  21. Ibarra, O.H., Kim, C.E.: Fast approximation algorithms for the knapsack and subset sum problems. Journal of the ACM 22, 463–468 (1975)

    Article  MATH  MathSciNet  Google Scholar 

  22. Jansen, K., Prädel, L.: An Approximation Algorithm for Two-Dimensional Strip-Packing with Absolute Performance Bound \({\frac{7}{4}+\varepsilon}\). Unpublished Manuscript

    Google Scholar 

  23. Jansen, K., Prädel, L., Schwarz, U.M.: A 2-approximation for 2D Bin Packing. In: WADS 2009. LNCS, vol. 5664, pp. 399–410. Springer, Heidelberg (2009)

    Google Scholar 

  24. Jansen, K., Solis-Oba, R.: New approximability results for 2-dimensional packing problems. In: Kučera, L., Kučera, A. (eds.) MFCS 2007. LNCS, vol. 4708, pp. 103–114. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  25. Jansen, K., Solis-Oba, R.: A polynomial time approximation scheme for the square packing problem. In: Lodi, A., Panconesi, A., Rinaldi, G. (eds.) IPCO 2008. LNCS, vol. 5035, pp. 184–198. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  26. Jansen, K., van Stee, R.: On strip packing with rotations. In: Proceedings of the 37-th Annual ACM Symposium on the Theory of Computing (STOC 2005), pp. 755–761 (2005)

    Google Scholar 

  27. Jansen, K., Zhang, G.: Maximizing the total profit of rectangles packed into a rectangle. Algorithmica 47, 323–342 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  28. Kenyon, C., Rémila, E.: A near-optimal solution to a two-dimensional cutting stock problem. Mathematics of Operations Research 25, 645–656 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  29. Karmarkar, N., Karp, R.M.: An efficient approximation scheme for the one-dimensional bin-packing problem. In: Proceedings of the 23rd Annual IEEE Symposium on Foundations of Computer Science (FOCS 1982), pp. 312–320 (1982)

    Google Scholar 

  30. Lee, C.C., Lee, D.T.: A simple on-line bin packing algorithm. Journal of the ACM 32, 562–572 (1985)

    Article  MATH  Google Scholar 

  31. Plotkin, S.A., Shmoys, D., Tardos, E.: Fast approximation algorithms for fractional packing and covering problems. Mathematics of Operations Research 20, 257–301 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  32. Sahni, S.: Approximate algorithms for the 0/1 knapsack problem. Journal of the ACM 22, 115–124 (1975)

    Article  MATH  MathSciNet  Google Scholar 

  33. Steinberg, A.: A strip-packing algorithm with absolute performance bound 2. SIAM Journal on Computing 26, 401–409 (1997)

    Article  MATH  MathSciNet  Google Scholar 

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Bansal, N., Caprara, A., Jansen, K., Prädel, L., Sviridenko, M. (2009). A Structural Lemma in 2-Dimensional Packing, and Its Implications on Approximability. In: Dong, Y., Du, DZ., Ibarra, O. (eds) Algorithms and Computation. ISAAC 2009. Lecture Notes in Computer Science, vol 5878. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-10631-6_10

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  • DOI: https://doi.org/10.1007/978-3-642-10631-6_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-10630-9

  • Online ISBN: 978-3-642-10631-6

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