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Exact and greedy solutions of the knapsack problem: the ratio of values of objective functions
Authors:A. A. Korbut  I. Kh. Sigal
Affiliation:1.Institute for Economics and Mathematics,Russian Academy of Sciences,St. Petersburg,Russia;2.Computing Center,Russian Academy of Sciences,Moscow,Russia
Abstract:Ratios δ of the values of objective functions of optimal Boolean (or integer) to the values of greedy solutions for the knapsack problem are considered. The relationship of the parameter δ with the ratio Δ of the values of objective functions for the optimal solution of linear relaxation to the values of optimal integer solution was found. Two-sided estimates for δ and Δ were obtained. A computational experiment was conducted to investigate the ratio of δ of problems of one- and two-dimensional knapsack problems with Boolean variables. A hypothesis on asymptotic behavior of the ratio δ with growth of the number of problem variables was formulated.
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