Fuzzy flexible resource constrained project scheduling based on genetic algorithm

Both fuzzy temporal constraint and flexible resource constraint are considered in project scheduling. In order to obtain an optimal schedule, we propose a genetic algorithm integrated with concepts on fuzzy set theory as well as specialized coding and decoding mechanism. An example demonstrates that...

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Vydáno v:Transactions of Tianjin University Ročník 20; číslo 6; s. 469 - 474
Hlavní autoři: Zha, Hong, Zhang, Lianying
Médium: Journal Article
Jazyk:angličtina
Vydáno: Heidelberg Tianjin University 01.12.2014
Témata:
Engineering
Humanities and Social Sciences
Mechanical Engineering
multidisciplinary
Science
genetic algorithm
fuzziness
flexibility
training
project scheduling
ISSN:1006-4982, 1995-8196
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Shrnutí:Both fuzzy temporal constraint and flexible resource constraint are considered in project scheduling. In order to obtain an optimal schedule, we propose a genetic algorithm integrated with concepts on fuzzy set theory as well as specialized coding and decoding mechanism. An example demonstrates that the proposed approach can assist the project managers to obtain the optimal schedule effectively and make the correct decision on skill training before a project begins.
ISSN:1006-4982
1995-8196
DOI:10.1007/s12209-014-2248-0