A pegging approach to the precedence-constrained knapsack problem

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A pegging approach to the precedence-constrained knapsack problem

The knapsack problem (KP) is generalized to the case where items are partially ordered through a set of precedence relations. As in ordinary KPs, each item is associated with profit and weight, the knapsack has a fixed capacity, and the problem is to determine the set of items to be packed in the knapsack. However, each item can be accepted only when all the preceding items have been included i...

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We are concerned with the precedence-constrained knapsack problem (PCKP), which is a knapsack problem defined on a directed acyclic graph (DAG). It is often the case that the original problem includes redundant constraints, and by eliminating these we obtain a PCKP of (much) smaller size. We show that such a reduction can be explained in terms of the ‘transitive reduction’ of the DAG associated...

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Lifting valid inequalities for the precedence constrained knapsack problem

This paper considers the precedence constrained knapsack problem. More speci cally, we are interested in classes of valid inequalities which are facet-de ning for the precedence constrained knapsack polytope. We study the complexity of obtaining these facets using the standard sequential lifting procedure. Applying this procedure requires solving a combinatorial problem. For valid inequalities ...

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ژورنال

عنوان ژورنال: European Journal of Operational Research

سال: 2007

ISSN: 0377-2217

DOI: 10.1016/j.ejor.2006.10.031