Lower bounds on time-accuracy trade-offs for the 0-1 Knapsack problem

Lower bounds on time-accuracy trade-offs for the 0-1 Knapsack problem

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Article ID: iaor1988262
Country: United States
Volume: 13
Issue: 3
Start Page Number: 497
End Page Number: 507
Publication Date: Aug 1988
Journal: Mathematics of Operations Research
Authors:
Abstract:

The 0-1 Knapsack optimization problem is well known to be NP-hard. The best known approximation algorithms for this problem are approximation schemes which exhibit trade-offs between the running time of the algorithm and the guaranteed accuracy of the solution. This paper establishes lower bounds on the time required to find approximate solutions of guaranteed accuracy for a class of knapsack algorithms which must use oracles to perform feasibility tests and dominance tests.

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