Approximate algorithms for solving the multidimensional knapsack problem

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15 صفحه اول

The Multidimensional Knapsack Problem: Structure and Algorithms

Structure and Algorithms Jakob Puchinger NICTA Victoria Laboratory Department of Computer Science & Software Engineering University of Melbourne, Australia [email protected] Günther R. Raidl Institute of Computer Graphics and Algorithms Vienna University of Technology, Austria [email protected] Ulrich Pferschy Department of Statistics and Operations Research University of Graz, Au...

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Overview of the Algorithms for Solving the Multidimensional Knapsack Problems

The multidimensional knapsack problem is defined as an optimization problem that is NP-hard combinatorial. The multidimensional knapsack problems have large applications, which include many applicable problems from different area, like cargo loading, cutting stock, bin-packing, financial and other management, etc. This paper reviews some researches published in the literature. The concentrate i...

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New Hybrid Matheuristics for Solving the Multidimensional Knapsack Problem

In this paper we propose new hybrid methods for solving the multidimensional knapsack problem. They can be viewed as matheuristics that combine mathematical programming with the variable neighbourhood decomposition search heuristic. In each iteration a relaxation of the problem is solved to guide the generation of the neighbourhoods. Then the problem is enriched with a pseudo-cut to produce a s...

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Heuristic Approaches for Solving the Multidimensional Knapsack Problem (MKP)

There are exact and heuristic algorithms for solving the MKP. Solution quality and time complexity are two main differences among exact and heuristic algorithms. Solution quality is a measure of how close we are from the optimal point and time complexity is a measure of the required time to reach such point. The purpose of this paper is to report the solution quality obtained from the evaluatio...

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ژورنال

عنوان ژورنال: Researches in Mathematics and Mechanics

سال: 2017

ISSN: 2519-206X

DOI: 10.18524/2519-206x.2017.2(30).135745