A Multidimensional Multiple-Choice Knapsack Model for Resource Allocation in a Construction Equipment Manufacturer Setting Using an Evolutionary Algorithm
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Date
2014
Authors
Duenas, Alejandra
Di Martinelly, Christine
Tütüncü, Gözde Yazgı
Journal Title
Journal ISSN
Volume Title
Publisher
Springer-Verlag Berlin
Open Access Color
BRONZE
Green Open Access
No
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No
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Abstract
This paper presents an approach to production resource allocation. The approach is applied to a real-world problem within the construction equipment manufacturing industry. A multidimensional knapsack problem formulated; was the proposed model being based on an evolutionary algorithm using a three-dimensional binary-coded chromosome. Various tests were carried out to show the appropriateness of the solution. The experiment results suggest to be satisfactory from the manufacturing company perspective.
Description
IFIP WG 5.7 International Conference on Advances in Production Management Systems (APSM) -- SEP 20-24, 2014 -- FRANCE
Keywords
Multidimensional multiple-choice knapsack problem, Evolutionary Algorithm, Combinatorial Optimization, Resource Allocation, Heuristics, Generalized Assignment Problem
Fields of Science
0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology
Citation
WoS Q
N/A
Scopus Q
Q3
OpenCitations Citation Count
1
Source
Advances in Productıon Management Systems: Innovatıve And Knowledge-Based Productıon Management in A Global-Local World, Pt 1
Volume
438
Issue
Start Page
539
End Page
546
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1
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