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A successive approximation algorithm for the multiple knapsack problem
Authors:Zhenbo Wang  Wenxun Xing
Institution:(1) Department of Mathematical Sciences, Tsinghua University, Beijing, 100084, China
Abstract:It is well-known that the multiple knapsack problem is NP-hard, and does not admit an FPTAS even for the case of two identical knapsacks. Whereas the 0-1 knapsack problem with only one knapsack has been intensively studied, and some effective exact or approximation algorithms exist. A natural approach for the multiple knapsack problem is to pack the knapsacks successively by using an effective algorithm for the 0-1 knapsack problem. This paper considers such an approximation algorithm that packs the knapsacks in the nondecreasing order of their capacities. We analyze this algorithm for 2 and 3 knapsack problems by the worst-case analysis method and give all their error bounds.
Keywords:Multiple knapsack problem  Approximation algorithm  Worst-case analysis
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