A cut generation method for the (0,1)-knapsack problem with a variable capacity

A cut generation method for the (0,1)-knapsack problem with a variable capacity

0.00 Avg rating0 Votes
Article ID: iaor20012955
Country: South Korea
Volume: 25
Issue: 3
Start Page Number: 1
End Page Number: 15
Publication Date: Sep 2000
Journal: Journal of the Korean ORMS Society
Authors: ,
Keywords: knapsack problem
Abstract:

In this paper, we propose a practical cut generation method based on the Chvatal–Gomory procedure for the (0,1)-Knapsack problem with a variable capacity. For a given set N of n items each of which has a positive integral weight and a facility of positive integral capacity, a feasible solution of the problem is defined as a subset S of N along with the number of facilities that can satisfy the sum of weights of all the items in S. We first derive a class of valid inequalities for the problem using Chvatal–Gomory procedure, then analyze the associated separation problem. Based on the results, we develop an effective cut generation method. We then analyze the theoretical strength of the inequalities which can be generated by the proposed cut generation method. Preliminary computational results are also presented which show the effectiveness of the proposed cut generation method.

Reviews

Required fields are marked *. Your email address will not be published.