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New pseudopolynomial complexity bounds for the bounded and other integer Knapsack related problems

โœ Scribed by Arie Tamir


Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
688 KB
Volume
37
Category
Article
ISSN
0167-6377

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Using a direct counting argument, we derive lower and upper bounds for the number of nodes enumerated by linear programming-based branch-and-bound (B&B) method to prove the integer infeasibility of a knapsack. We prove by example that the size of the B&B tree could be exponential in the worst case.

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The tree knapsack problem (TKP) is a generalized 0-1 knapsack problem where all the items (nodes) are subjected to a partial ordering represented by a rooted tree. If a node is selected to be packed into the knapsack, then all the items on the path from the selected node to the root must also be pac