Integer knapsack problems with profit functions of the same value range

4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH(2022)

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摘要
Integer knapsack problems with profit functions of the same value range are studied. Linear time algorithms are presented for the case of convex non-decreasing profit functions, and an NP-hardness proof and a fully polynomial-time approximation scheme are provided for the case of arbitrary non-negative non-decreasing profit functions. Fast solution procedures are also devised for the bottleneck counterparts of these problems. Computational complexity of the case with concave profit functions remains open.
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关键词
Knapsack problem,Convex optimization,Median finding,NP-hardness,FPTAS
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