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A random key based genetic algorithm for the resource constrained project scheduling problem

Title
A random key based genetic algorithm for the resource constrained project scheduling problem
Type
Article in International Scientific Journal
Year
2009
Authors
Mendes, JJM
(Author)
Other
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Goncalves, JF
(Author)
FEP
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Resende, MGC
(Author)
Other
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Journal
Vol. 36
Pages: 92-109
ISSN: 0305-0548
Publisher: Elsevier
Indexing
Publicação em ISI Web of Science ISI Web of Science
Scientific classification
FOS: Engineering and technology > Civil engineering
Other information
Authenticus ID: P-003-PGE
Abstract (EN): This paper presents a genetic algorithm for the Resource Constrained Project Scheduling Problem (RCPSP). The chromosome representation of the problem is based on random keys. The schedule is constructed using a heuristic priority rule in which the priorities of the activities are defined by the genetic algorithm. The heuristic generates parameterized active schedules. The approach was tested on a set of standard problems taken from the literature and compared with other approaches. The computational results validate the effectiveness of the proposed algorithm.
Language: English
Type (Professor's evaluation): Scientific
Contact: jjm@isep.ipp.pt; jfgoncal@fep.up.pt; mgcr@research.att.com
No. of pages: 18
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