Exact algorithm for bi-objective 0–1 knapsack problem

Exact algorithm for bi-objective 0–1 knapsack problem

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Article ID: iaor20084132
Country: Netherlands
Volume: 194
Issue: 2
Start Page Number: 544
End Page Number: 551
Publication Date: Dec 2007
Journal: Applied Mathematics and Computation
Authors: , , ,
Keywords: programming: multiple criteria
Abstract:

In this paper, we propose a new procedure based on linear mathematical programming formulation to find all efficient solutions of bi-objective 0–1 knapsack problem. We solve a limited number of single objective problems to find efficient solutions of bi-objective 0–1 knapsack problem. We show that the proposed method is able to generate efficient solutions with less constraints and variables than the general linear program found in the literature. An example is presented to illustrate the steps of the procedure.

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