Worst-case analysis of maximal dual feasible functions
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Abstract
Dual feasible functions have been used to compute fast lower bounds and valid inequalities for integer linear problems. In this paper, we analyze the worst-case performance of the lower bounds provided by some of the best functions proposed in the literature. We describe some worst-case examples for these functions, and we report on new results concerning the best parameter choice for one of these functions.
Keywords
Dual feasible functions Maximal functions Worst-case performancePreview
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References
- 1.Burdett C.A., Johnson E.L.: A subadditive approach to solve linear integer programs. Ann. Discrete Math. 1, 117–144 (1977)CrossRefGoogle Scholar
- 2.Carlier J., Clautiaux F., Moukrim A.: New reduction procedures and lower bounds for the two-dimensional bin-packing problem with fixed orientation. Comput. Oper. Res. 34, 2223–2250 (2007)MATHCrossRefGoogle Scholar
- 3.Clautiaux F., Alves C., Valério de Carvalho J.: A survey of dual-feasible and superadditive functions. Ann. Oper. Res. 179, 317–342 (2010)MathSciNetMATHCrossRefGoogle Scholar
- 4.Dash S., Günlük O.: Valid inequalities based on simple mixed-integer sets. Math. Program. 105, 29–53 (2006)MathSciNetMATHCrossRefGoogle Scholar
- 5.Fekete S., Schepers J.: New classes of fast lower bounds for bin packing problems. Math. Program. 91, 11–31 (2001)MathSciNetMATHGoogle Scholar
- 6.Gilmore P., Gomory R.: A linear programming approach to the cutting stock problem (part I). Oper. Res. 9, 849–859 (1961)MathSciNetMATHCrossRefGoogle Scholar
- 7.Johnson, D.S.: Near optimal bin packing algorithms. Dissertation, Massachussetts Institute of Technology, Cambridge, Massachussetts (1973)Google Scholar
- 8.Letchford A.N., Lodi A.: Strengthening Chvával-Gomory cuts and Gomory fractional cuts. Oper. Res. Lett. 30, 74–82 (2002)MathSciNetMATHCrossRefGoogle Scholar
- 9.Martello S., Toth P.: Knapsack Problems—Algorithms and Computer Implementation. Wiley, Chichester (1990)Google Scholar
- 10.Mitchell J.: Integer programming: cutting plane algorithms. In: Floudas, C., Pardalos, P. (eds) Encyclopedia of Optimization, pp. 1650–1657. Springer, Berlin (2009)CrossRefGoogle Scholar
- 11.Pardalos, P., Resende, M. (eds): Handbook of Applied Optimization. Oxford University Press, New York (2002)MATHGoogle Scholar
- 12.Prékopa A., Fábián C.: Cutting-stock problem. In: Floudas, C., Pardalos, P. (eds) Encyclopedia of Optimization, pp. 594–595. Springer, Berlin (2009)CrossRefGoogle Scholar
- 13.Rietz J., Alves C., Valério de Carvalho J.: Theoretical investigations on maximal dual feasible functions. Oper. Res. Lett. 38, 174–178 (2010)MathSciNetMATHCrossRefGoogle Scholar
- 14.Vanderbeck F.: Exact algorithm for minimizing the number of setups in the one-dimensional cutting stock problem. Oper. Res. 46(6), 915–926 (2000)MathSciNetCrossRefGoogle Scholar
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